From 96327e7ee0625d2d0f0e7c7fd023cc13dd86b7ca Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana=20G=C3=B3mez?=
 <rmontanana@gmail.com>
Date: Wed, 3 Apr 2024 00:22:30 +0200
Subject: [PATCH] Use another random device

---
 folding.hpp                            |    4 +-
 tests/TestFolding.cc                   |    4 +-
 tests/csv/kfold_diabetes_0.csv         | 1504 +++++++++++------------
 tests/csv/kfold_diabetes_1.csv         | 1508 +++++++++++------------
 tests/csv/kfold_diabetes_2.csv         | 1516 +++++++++++------------
 tests/csv/kfold_diabetes_3.csv         | 1502 +++++++++++------------
 tests/csv/kfold_diabetes_4.csv         | 1512 +++++++++++------------
 tests/csv/kfold_glass_0.csv            |  422 +++----
 tests/csv/kfold_glass_1.csv            |  418 +++----
 tests/csv/kfold_glass_2.csv            |  408 +++----
 tests/csv/kfold_glass_3.csv            |  424 +++----
 tests/csv/kfold_glass_4.csv            |  414 +++----
 tests/csv/kfold_iris_0.csv             |  280 ++---
 tests/csv/kfold_iris_1.csv             |  282 ++---
 tests/csv/kfold_iris_2.csv             |  292 ++---
 tests/csv/kfold_iris_3.csv             |  288 ++---
 tests/csv/kfold_iris_4.csv             |  286 ++---
 tests/csv/stratkfold_diabetes_10_0.csv | 1522 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_1.csv | 1516 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_2.csv | 1524 ++++++++++++------------
 tests/csv/stratkfold_diabetes_10_3.csv | 1522 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_4.csv | 1522 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_5.csv | 1516 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_6.csv | 1518 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_7.csv | 1518 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_8.csv | 1520 +++++++++++------------
 tests/csv/stratkfold_diabetes_10_9.csv | 1518 +++++++++++------------
 tests/csv/stratkfold_diabetes_3_0.csv  | 1516 +++++++++++------------
 tests/csv/stratkfold_diabetes_3_1.csv  | 1520 +++++++++++------------
 tests/csv/stratkfold_diabetes_3_2.csv  | 1512 +++++++++++------------
 tests/csv/stratkfold_diabetes_5_0.csv  | 1514 +++++++++++------------
 tests/csv/stratkfold_diabetes_5_1.csv  | 1512 +++++++++++------------
 tests/csv/stratkfold_diabetes_5_2.csv  | 1516 +++++++++++------------
 tests/csv/stratkfold_diabetes_5_3.csv  | 1514 +++++++++++------------
 tests/csv/stratkfold_diabetes_5_4.csv  | 1512 +++++++++++------------
 tests/csv/stratkfold_glass_10_0.csv    |  382 +++---
 tests/csv/stratkfold_glass_10_1.csv    |  392 +++---
 tests/csv/stratkfold_glass_10_2.csv    |  392 +++---
 tests/csv/stratkfold_glass_10_3.csv    |  388 +++---
 tests/csv/stratkfold_glass_10_4.csv    |  400 +++----
 tests/csv/stratkfold_glass_10_5.csv    |  392 +++---
 tests/csv/stratkfold_glass_10_6.csv    |  392 +++---
 tests/csv/stratkfold_glass_10_7.csv    |  392 +++---
 tests/csv/stratkfold_glass_10_8.csv    |  376 +++---
 tests/csv/stratkfold_glass_10_9.csv    |  388 +++---
 tests/csv/stratkfold_glass_3_0.csv     |  392 +++---
 tests/csv/stratkfold_glass_3_1.csv     |  402 +++----
 tests/csv/stratkfold_glass_3_2.csv     |  404 +++----
 tests/csv/stratkfold_glass_5_0.csv     |  392 +++---
 tests/csv/stratkfold_glass_5_1.csv     |  396 +++---
 tests/csv/stratkfold_glass_5_2.csv     |  412 +++----
 tests/csv/stratkfold_glass_5_3.csv     |  392 +++---
 tests/csv/stratkfold_glass_5_4.csv     |  392 +++---
 tests/csv/stratkfold_iris_10_0.csv     |  280 ++---
 tests/csv/stratkfold_iris_10_1.csv     |  282 ++---
 tests/csv/stratkfold_iris_10_2.csv     |  266 ++---
 tests/csv/stratkfold_iris_10_3.csv     |  274 ++---
 tests/csv/stratkfold_iris_10_4.csv     |  276 ++---
 tests/csv/stratkfold_iris_10_5.csv     |  276 ++---
 tests/csv/stratkfold_iris_10_6.csv     |  278 ++---
 tests/csv/stratkfold_iris_10_7.csv     |  282 ++---
 tests/csv/stratkfold_iris_10_8.csv     |  278 ++---
 tests/csv/stratkfold_iris_10_9.csv     |  282 ++---
 tests/csv/stratkfold_iris_3_0.csv      |  258 ++--
 tests/csv/stratkfold_iris_3_1.csv      |  270 ++---
 tests/csv/stratkfold_iris_3_2.csv      |  278 ++---
 tests/csv/stratkfold_iris_5_0.csv      |  276 ++---
 tests/csv/stratkfold_iris_5_1.csv      |  268 ++---
 tests/csv/stratkfold_iris_5_2.csv      |  276 ++---
 tests/csv/stratkfold_iris_5_3.csv      |  274 ++---
 tests/csv/stratkfold_iris_5_4.csv      |  276 ++---
 71 files changed, 25201 insertions(+), 25201 deletions(-)

diff --git a/folding.hpp b/folding.hpp
index 9c8f264..2a1f73b 100644
--- a/folding.hpp
+++ b/folding.hpp
@@ -10,12 +10,12 @@ namespace folding {
         int k;
         int n;
         int seed;
-        std::default_random_engine random_seed;
+        std::mt19937 random_seed;
     public:
         inline Fold(int k, int n, int seed = -1) : k(k), n(n), seed(seed)
         {
             std::random_device rd;
-            random_seed = std::default_random_engine(seed == -1 ? rd() : seed);
+            random_seed = std::mt19937(seed == -1 ? rd() : seed);
             std::srand(seed == -1 ? time(0) : seed);
         }
         virtual std::pair<std::vector<int>, std::vector<int>> getFold(int nFold) = 0;
diff --git a/tests/TestFolding.cc b/tests/TestFolding.cc
index 2f0b29c..a14640c 100644
--- a/tests/TestFolding.cc
+++ b/tests/TestFolding.cc
@@ -27,7 +27,7 @@ TEST_CASE("KFold Test", "[Platform][KFold]")
             auto fname = "kfold_" + file_name + "_" + std::to_string(i) + ".csv";
             auto indices = train_indices;
             indices.insert(indices.end(), test_indices.begin(), test_indices.end());
-            //CSVFiles::write_csv(fname, indices);
+            CSVFiles::write_csv(fname, indices);
             auto expected_indices = CSVFiles::read_csv(fname);
             REQUIRE(indices == expected_indices);
             bool result = train_indices.size() == number || train_indices.size() == number + 1;
@@ -77,7 +77,7 @@ TEST_CASE("StratifiedKFold Test", "[Platform][StratifiedKFold]")
             auto fname = "stratkfold_" + file_name + "_" + std::to_string(nFolds) + "_" + std::to_string(fold) + ".csv";
             auto indices = train_indicesv;
             indices.insert(indices.end(), test_indicesv.begin(), test_indicesv.end());
-            //CSVFiles::write_csv(fname, indices);
+            CSVFiles::write_csv(fname, indices);
             auto expected_indices = CSVFiles::read_csv(fname);
             REQUIRE(indices == expected_indices);
             // In the worst case scenario, the number of samples in the training set is number + raw.classNumStates
diff --git a/tests/csv/kfold_diabetes_0.csv b/tests/csv/kfold_diabetes_0.csv
index ed932c9..7971b7d 100644
--- a/tests/csv/kfold_diabetes_0.csv
+++ b/tests/csv/kfold_diabetes_0.csv
@@ -1,768 +1,768 @@
 491
-536
-543
-290
-360
-221
-690
-709
-723
-203
-717
-245
-345
-473
-251
-7
-111
-344
-122
-316
-81
-207
-577
-283
-354
-384
-108
-212
-66
-92
-683
-123
-85
-650
-429
-377
-425
-492
-37
-188
+693
+496
+668
+499
+520
+68
+148
+399
+32
+451
+321
+190
+381
+514
+411
+692
+579
+274
+552
+305
+524
+518
+41
+684
+610
 551
-201
-639
-740
-516
-467
-641
-222
-685
-762
-121
-120
-59
-21
-480
-472
-383
-216
-218
-406
-67
-224
-19
-95
-601
-16
-587
-530
-226
-559
-113
-116
-743
-700
+495
+580
+647
+672
+56
+195
+162
+295
+726
+511
+275
+303
+208
+642
+699
+560
+231
+564
+633
+212
+57
 261
+683
+216
+9
+754
+35
+240
+649
+419
+20
+224
+545
+433
+279
+370
+763
+430
+326
+461
+120
+453
+590
+257
+373
+387
+158
+653
+471
+318
+324
+635
+397
+634
+314
+620
+669
+612
+220
+177
+134
+717
+39
+12
+347
+712
+747
+402
+101
+66
+78
+130
+361
+150
+169
+36
+327
+54
+351
+591
+539
+689
+24
+519
+11
+383
+606
+766
 736
-191
-508
+603
+80
+362
+477
+273
+571
+83
+436
+439
+681
+412
+434
+172
+157
+196
+713
+74
+651
+135
+459
+422
+706
+403
+355
+122
+589
+341
+296
+312
+585
+382
+662
+69
+405
+332
+675
+628
+167
+264
+189
+735
+517
+556
+197
+657
+100
+297
+284
+330
+206
+739
+490
+756
+325
+219
+457
+262
+180
+143
+392
+400
+592
+661
+283
+280
+593
+306
+704
+546
+660
+147
+608
+93
+33
+702
+576
+23
+90
+639
+386
+568
+338
+749
+19
+141
+251
+666
+265
+37
+290
 170
 507
-483
-159
-570
-459
-231
-499
-349
-379
-266
-704
-107
-727
-331
-720
-233
-263
-172
-117
-205
-609
-407
-633
-754
-760
-145
-642
-192
-39
-229
-87
-273
-415
-660
-419
-321
-181
-100
-237
-378
-153
-134
-557
-154
-746
-330
-498
-276
-505
-464
-394
-175
-324
-52
-549
-28
-718
-361
-1
-599
-77
-675
-630
-629
-173
-304
-259
-527
-461
-602
-253
-595
-167
-579
-182
-42
-520
-97
-431
-710
-666
-730
-393
-611
-539
-541
-563
-679
-356
-568
-262
-305
-389
-317
-512
-195
-27
-489
-309
-490
-561
-752
-618
-626
-739
-528
-623
-735
-412
-91
-286
-729
-556
-189
-713
-164
-185
-597
-44
-427
-437
-755
-367
-328
-2
-502
-447
-659
-571
-199
-291
-761
-751
-318
-248
-737
-366
-598
-280
-448
-53
-614
-759
-58
-56
-171
-140
-460
-672
-534
-607
-352
-68
-32
-358
-299
-653
-673
-234
-285
-555
-239
-219
-631
-657
-564
-608
-30
-687
-351
-708
-451
-0
-531
-382
-501
-493
-50
-86
-103
-662
-397
-156
-436
-537
-654
-515
-694
-463
-439
-468
-306
-510
-462
-590
-355
-40
-500
-533
-581
-661
-75
-380
-560
-457
-373
-325
-529
-655
-265
-603
-381
-228
-179
-485
-83
-567
-494
-376
-405
-698
-575
-62
-757
-669
-724
-250
-707
-342
-110
-591
-524
-365
-456
-545
-295
-747
-479
-135
-387
-703
-272
-558
-705
-691
-152
-562
-284
-540
-532
-702
-622
-163
-235
-688
-124
-586
-667
-119
-260
-82
-592
-90
-733
-8
-74
-341
-232
-435
-693
-25
-288
-267
-475
-542
-488
-756
-699
-466
-424
-338
-433
-613
-350
-697
-764
-193
-112
-252
-36
-129
-322
-71
-695
-150
-547
-619
-314
-101
-596
-308
-55
-38
-49
-33
-307
-719
-428
-496
-294
-649
-146
-99
-734
-143
-206
-399
-115
-486
-628
-404
-538
-701
-453
-726
-689
-161
-753
-594
-550
-155
-332
-147
-190
-584
-160
-292
-166
-333
-46
-5
-477
-625
-526
-142
-26
-310
-417
-638
-511
-215
-63
-6
-495
-646
-517
-238
-357
-12
-635
-636
-434
-627
-148
-255
-503
-391
-162
-264
-319
-45
-438
-176
-738
-194
-257
-208
-716
-24
-281
-180
-678
-362
-187
-184
-643
-766
-449
-278
-497
-648
-72
-96
-610
-303
-400
-578
-372
-169
-141
 605
-582
-65
-29
-408
-640
-401
-84
-514
-546
-374
-656
-282
-80
-22
-337
-138
-370
-481
-274
-270
-293
-458
-544
-430
-652
-312
-69
-402
-326
-47
-426
-715
-617
-572
-409
-137
-204
-671
-196
-420
-506
-624
-573
-88
-3
-677
-136
-126
-606
-298
-105
-364
-48
-513
-93
-396
-246
-621
-106
-13
-440
-411
-706
-523
-353
-20
-375
-616
-168
-177
-329
-275
-386
-197
-178
-131
-109
-76
-663
-615
-132
-732
-731
-465
-249
-363
-41
-588
-620
-765
-73
-258
-139
-469
-300
-569
-665
-721
-57
-714
-600
-525
-244
-54
-749
-144
-421
-359
-682
-385
-593
-311
-745
-423
-664
-287
-518
-565
-242
-487
-371
-271
-227
-712
-217
-741
-98
-277
-681
-445
-151
-744
-269
-725
-61
-668
-455
-574
-89
-504
-416
-17
-680
-644
-418
-336
-198
-209
-674
-79
-297
-471
-442
-128
-589
-240
-149
-225
-612
-104
-452
-31
-522
-478
-9
-64
-34
-18
-676
-78
-684
-118
-157
-696
-320
 474
-211
-651
-214
-130
-11
-369
-476
-313
-4
-763
-443
-183
-422
-552
-686
-210
-268
-70
-174
-23
-388
-398
-742
-758
+600
+82
+759
+523
+426
+110
+62
+349
+63
+38
+215
+198
+673
+129
+342
 256
-414
-535
-585
-315
-296
-566
-125
-576
-339
-51
-236
-279
-94
-334
-395
-243
-637
-519
-750
-446
-454
-450
-722
-583
-728
-509
-43
-220
-553
-347
-632
-202
-748
-133
-346
+582
+456
+427
 343
-327
-223
-521
-403
-114
-390
-658
-604
-711
-15
-200
-35
-186
-470
+428
+547
+648
+276
+17
+238
+415
+328
+478
+263
+641
 670
-127
-634
+268
+358
+467
+34
+679
+755
+269
+468
+420
+40
+258
+487
+698
+476
+466
+416
 340
-432
-301
-323
-484
-10
-102
-767
-482
-289
-392
-548
-241
-335
-368
-254
-348
-692
-230
-580
-413
-645
-158
-410
-302
-14
-247
-647
-60
-213
+494
+98
+480
+118
+553
+406
+543
+320
+294
+663
+282
+765
+152
+204
+285
+640
+55
+563
+727
+232
+146
+333
+42
+2
+8
+89
+758
+255
+445
+346
+627
+5
+6
+730
+334
+237
+245
+465
+497
+557
+210
+733
+4
+138
+319
+378
+549
+369
+139
+577
+185
+493
+530
+374
+181
 165
+611
+376
+516
+207
+638
+364
+317
+625
+710
+509
+29
+541
+184
+230
+299
 444
+259
+77
+652
+217
+526
+388
+289
+136
+186
+81
+301
 554
+535
+595
+241
+558
+482
+316
+687
+105
+562
+67
+339
+166
+182
+310
+745
+705
+751
+464
+287
+16
+680
+244
+168
+51
+154
+229
+128
+529
+298
+286
+71
+470
+512
+609
+505
+84
+331
+421
+58
+659
+538
+278
+414
+277
+292
+366
+390
+194
+133
+116
+506
+350
+199
+643
+188
+757
+281
+527
+174
+109
+656
+729
+601
+500
+267
+86
+65
+676
+522
+377
+762
+743
+113
+302
+70
+728
+371
+214
+583
+291
+192
+630
+401
+161
+629
+187
+685
+528
+703
+193
+357
+515
+617
+504
+111
+94
+404
+586
+253
+440
+473
+30
+753
+300
+688
+567
+479
+107
+492
+21
+126
+716
+452
+555
+626
+682
+565
+484
+337
+532
+254
+425
+396
+446
+619
+102
+462
+460
+131
+250
+97
+448
+50
+248
+266
+236
+709
+732
+488
+223
+708
+367
+690
+744
+178
+537
+115
+741
+604
+125
+117
+159
+613
+481
+243
+247
+288
+360
+569
+578
+175
+201
+121
+368
+45
+534
+329
+607
+450
+677
+596
+227
+307
+160
+260
+380
+575
+31
+737
+242
+686
+486
+225
+13
+176
+44
+485
+173
+442
+3
+398
+272
+145
+352
+239
+761
+222
+483
+92
+594
+106
+510
+410
+88
+394
+665
+52
+47
+472
+695
+218
+614
+750
+417
+443
+348
+73
+424
+163
+574
+252
+719
+202
+354
+96
+431
+304
+636
+597
+234
+353
+365
+104
+550
+72
+723
+15
+566
+205
+588
+385
+714
+650
+144
+1
+211
+313
+621
+533
+742
+637
+631
+548
+75
+200
+469
+249
+418
+309
+531
+559
+124
+678
+700
+503
+667
+132
+622
+183
+228
+722
+694
+525
+311
+718
+26
+27
+587
+513
+246
+271
+64
+498
+521
+164
+746
+413
+615
+437
+359
+336
+99
+760
+53
+43
+372
+140
+46
+79
+731
+171
+715
+270
+226
+618
+570
+429
+696
+85
+701
+632
+103
+572
+475
+28
+345
+502
+644
+142
+153
+674
+213
+308
+123
+455
+540
+697
 441
+767
+707
+87
+720
+22
+438
+655
+375
+725
+623
+691
+536
+49
+598
+114
+315
+740
+151
+449
+738
+203
+724
+671
+48
+599
+108
+748
+664
+363
+335
+344
+752
+544
+463
+393
+0
+323
+454
+764
+76
+409
+395
+447
+293
+209
+155
+658
+191
+721
+25
+407
+149
+322
+60
+384
+156
+59
+654
+624
+112
+95
+646
+91
+602
+423
+711
+235
+581
+14
+61
+501
+616
+356
+645
+127
+542
+379
+18
+10
+508
+408
+7
+573
+137
+233
+561
+458
+179
+391
+119
+734
+584
+489
+435
+432
+221
+389
diff --git a/tests/csv/kfold_diabetes_1.csv b/tests/csv/kfold_diabetes_1.csv
index 0cd35b7..b33fe41 100644
--- a/tests/csv/kfold_diabetes_1.csv
+++ b/tests/csv/kfold_diabetes_1.csv
@@ -1,768 +1,768 @@
-668
-455
-574
-89
-504
-416
-17
-680
-644
-418
-336
-198
-209
-674
-79
-297
-471
-442
-128
-589
-240
-149
-225
-612
-104
-452
-31
-522
-478
-9
-64
-34
-18
-676
-78
-684
-118
-157
-696
-320
-474
-211
-651
-214
-130
-11
-369
-476
-313
-4
-763
-443
-183
-422
-552
-686
-210
-268
-70
-174
-23
-388
-398
-742
-758
-256
-414
-535
-585
-315
-296
-566
-125
-576
-339
-51
-236
-279
-94
-334
-395
-243
-637
-519
-750
-446
-454
-450
-722
-583
-728
-509
-43
-220
-553
-347
-632
-202
-748
-133
-346
-343
-327
-223
-521
-403
-114
-390
-658
-604
-711
-15
-200
-35
-186
-470
-670
-127
-634
-340
-432
-301
-323
-484
-10
-102
-767
-482
-289
-392
-548
-241
-335
-368
-254
-348
-692
-230
-580
-413
-645
-158
-410
-302
-14
-247
-647
-60
-213
-165
-444
-554
-441
-182
-42
-520
-97
-431
-710
-666
-730
-393
-611
-539
-541
-563
-679
-356
-568
-262
-305
-389
-317
-512
-195
-27
-489
-309
-490
-561
-752
-618
-626
-739
-528
-623
-735
-412
-91
-286
-729
-556
-189
-713
-164
-185
-597
-44
-427
-437
-755
-367
-328
-2
-502
-447
-659
-571
-199
-291
-761
-751
-318
-248
-737
-366
-598
-280
-448
-53
-614
-759
-58
-56
-171
-140
-460
-672
-534
-607
-352
-68
-32
-358
-299
-653
-673
-234
-285
-555
-239
-219
-631
-657
-564
-608
-30
-687
-351
-708
-451
-0
-531
-382
-501
-493
-50
-86
-103
-662
-397
-156
-436
-537
-654
-515
-694
-463
-439
-468
-306
-510
-462
-590
-355
-40
-500
-533
-581
-661
-75
-380
-560
-457
-373
-325
-529
-655
-265
-603
-381
-228
-179
-485
-83
-567
-494
-376
-405
-698
-575
-62
-757
-669
-724
-250
-707
-342
-110
-591
-524
-365
-456
-545
-295
-747
-479
-135
-387
-703
-272
-558
-705
-691
-152
-562
-284
-540
-532
-702
-622
-163
-235
-688
-124
-586
-667
-119
-260
-82
-592
-90
-733
-8
-74
-341
-232
-435
-693
-25
-288
-267
-475
-542
-488
-756
-699
-466
-424
-338
-433
-613
-350
-697
-764
-193
-112
-252
-36
-129
-322
-71
-695
-150
-547
-619
-314
-101
-596
-308
-55
-38
-49
-33
-307
-719
-428
-496
-294
-649
-146
-99
-734
-143
-206
-399
-115
-486
-628
-404
-538
-701
-453
-726
-689
-161
-753
-594
-550
-155
-332
-147
-190
-584
-160
-292
-166
-333
-46
-5
-477
-625
-526
-142
-26
-310
-417
-638
-511
-215
-63
-6
-495
-646
-517
-238
-357
-12
-635
-636
-434
-627
-148
-255
-503
-391
-162
-264
-319
-45
-438
-176
-738
-194
-257
-208
-716
-24
-281
-180
-678
-362
-187
-184
-643
-766
-449
-278
-497
-648
-72
-96
-610
-303
-400
-578
-372
-169
-141
-605
-582
-65
-29
-408
-640
-401
-84
-514
-546
-374
-656
-282
-80
-22
-337
-138
-370
-481
-274
-270
-293
-458
-544
-430
-652
-312
-69
-402
-326
-47
-426
-715
-617
-572
-409
-137
-204
-671
-196
-420
-506
-624
-573
-88
-3
-677
-136
-126
-606
-298
-105
-364
-48
-513
-93
-396
-246
-621
-106
-13
-440
-411
-706
-523
-353
-20
-375
-616
-168
-177
-329
-275
-386
-197
-178
-131
-109
-76
-663
-615
-132
-732
-731
-465
-249
-363
-41
-588
-620
-765
-73
-258
-139
-469
-300
-569
-665
-721
-57
-714
-600
 525
-244
-54
-749
-144
-421
-359
-682
-385
-593
 311
-745
-423
-664
-287
-518
-565
-242
-487
-371
-271
-227
-712
-217
-741
-98
-277
-681
-445
-151
-744
-269
-725
-61
-491
-536
-543
-290
-360
-221
-690
-709
-723
-203
-717
-245
-345
-473
-251
-7
-111
-344
-122
-316
-81
-207
-577
-283
-354
-384
-108
-212
-66
-92
-683
-123
-85
-650
-429
-377
-425
-492
-37
-188
-551
-201
-639
-740
-516
-467
-641
-222
-685
-762
-121
-120
-59
-21
-480
-472
-383
-216
-218
-406
-67
-224
-19
-95
-601
-16
+718
+26
+27
 587
-530
+513
+246
+271
+64
+498
+521
+164
+746
+413
+615
+437
+359
+336
+99
+760
+53
+43
+372
+140
+46
+79
+731
+171
+715
+270
 226
-559
-113
-116
-743
-700
-261
-736
+618
+570
+429
+696
+85
+701
+632
+103
+572
+475
+28
+345
+502
+644
+142
+153
+674
+213
+308
+123
+455
+540
+697
+441
+767
+707
+87
+720
+22
+438
+655
+375
+725
+623
+691
+536
+49
+598
+114
+315
+740
+151
+449
+738
+203
+724
+671
+48
+599
+108
+748
+664
+363
+335
+344
+752
+544
+463
+393
+0
+323
+454
+764
+76
+409
+395
+447
+293
+209
+155
+658
 191
+721
+25
+407
+149
+322
+60
+384
+156
+59
+654
+624
+112
+95
+646
+91
+602
+423
+711
+235
+581
+14
+61
+501
+616
+356
+645
+127
+542
+379
+18
+10
 508
+408
+7
+573
+137
+233
+561
+458
+179
+391
+119
+734
+584
+489
+435
+432
+221
+389
+167
+264
+189
+735
+517
+556
+197
+657
+100
+297
+284
+330
+206
+739
+490
+756
+325
+219
+457
+262
+180
+143
+392
+400
+592
+661
+283
+280
+593
+306
+704
+546
+660
+147
+608
+93
+33
+702
+576
+23
+90
+639
+386
+568
+338
+749
+19
+141
+251
+666
+265
+37
+290
 170
 507
-483
-159
-570
-459
-231
-499
+605
+474
+600
+82
+759
+523
+426
+110
+62
 349
-379
-266
-704
-107
-727
-331
-720
-233
-263
-172
-117
-205
-609
-407
-633
-754
-760
-145
-642
-192
-39
-229
-87
-273
-415
-660
-419
-321
-181
-100
-237
-378
-153
-134
-557
-154
-746
-330
-498
+63
+38
+215
+198
+673
+129
+342
+256
+582
+456
+427
+343
+428
+547
+648
 276
-505
-464
-394
-175
-324
-52
+17
+238
+415
+328
+478
+263
+641
+670
+268
+358
+467
+34
+679
+755
+269
+468
+420
+40
+258
+487
+698
+476
+466
+416
+340
+494
+98
+480
+118
+553
+406
+543
+320
+294
+663
+282
+765
+152
+204
+285
+640
+55
+563
+727
+232
+146
+333
+42
+2
+8
+89
+758
+255
+445
+346
+627
+5
+6
+730
+334
+237
+245
+465
+497
+557
+210
+733
+4
+138
+319
+378
 549
-28
-718
-361
-1
-599
-77
-675
-630
-629
-173
-304
+369
+139
+577
+185
+493
+530
+374
+181
+165
+611
+376
+516
+207
+638
+364
+317
+625
+710
+509
+29
+541
+184
+230
+299
+444
 259
-527
-461
-602
-253
+77
+652
+217
+526
+388
+289
+136
+186
+81
+301
+554
+535
 595
-167
+241
+558
+482
+316
+687
+105
+562
+67
+339
+166
+182
+310
+745
+705
+751
+464
+287
+16
+680
+244
+168
+51
+154
+229
+128
+529
+298
+286
+71
+470
+512
+609
+505
+84
+331
+421
+58
+659
+538
+278
+414
+277
+292
+366
+390
+194
+133
+116
+506
+350
+199
+643
+188
+757
+281
+527
+174
+109
+656
+729
+601
+500
+267
+86
+65
+676
+522
+377
+762
+743
+113
+302
+70
+728
+371
+214
+583
+291
+192
+630
+401
+161
+629
+187
+685
+528
+703
+193
+357
+515
+617
+504
+111
+94
+404
+586
+253
+440
+473
+30
+753
+300
+688
+567
+479
+107
+492
+21
+126
+716
+452
+555
+626
+682
+565
+484
+337
+532
+254
+425
+396
+446
+619
+102
+462
+460
+131
+250
+97
+448
+50
+248
+266
+236
+709
+732
+488
+223
+708
+367
+690
+744
+178
+537
+115
+741
+604
+125
+117
+159
+613
+481
+243
+247
+288
+360
+569
+578
+175
+201
+121
+368
+45
+534
+329
+607
+450
+677
+596
+227
+307
+160
+260
+380
+575
+31
+737
+242
+686
+486
+225
+13
+176
+44
+485
+173
+442
+3
+398
+272
+145
+352
+239
+761
+222
+483
+92
+594
+106
+510
+410
+88
+394
+665
+52
+47
+472
+695
+218
+614
+750
+417
+443
+348
+73
+424
+163
+574
+252
+719
+202
+354
+96
+431
+304
+636
+597
+234
+353
+365
+104
+550
+72
+723
+15
+566
+205
+588
+385
+714
+650
+144
+1
+211
+313
+621
+533
+742
+637
+631
+548
+75
+200
+469
+249
+418
+309
+531
+559
+124
+678
+700
+503
+667
+132
+622
+183
+228
+722
+694
+491
+693
+496
+668
+499
+520
+68
+148
+399
+32
+451
+321
+190
+381
+514
+411
+692
 579
+274
+552
+305
+524
+518
+41
+684
+610
+551
+495
+580
+647
+672
+56
+195
+162
+295
+726
+511
+275
+303
+208
+642
+699
+560
+231
+564
+633
+212
+57
+261
+683
+216
+9
+754
+35
+240
+649
+419
+20
+224
+545
+433
+279
+370
+763
+430
+326
+461
+120
+453
+590
+257
+373
+387
+158
+653
+471
+318
+324
+635
+397
+634
+314
+620
+669
+612
+220
+177
+134
+717
+39
+12
+347
+712
+747
+402
+101
+66
+78
+130
+361
+150
+169
+36
+327
+54
+351
+591
+539
+689
+24
+519
+11
+383
+606
+766
+736
+603
+80
+362
+477
+273
+571
+83
+436
+439
+681
+412
+434
+172
+157
+196
+713
+74
+651
+135
+459
+422
+706
+403
+355
+122
+589
+341
+296
+312
+585
+382
+662
+69
+405
+332
+675
+628
diff --git a/tests/csv/kfold_diabetes_2.csv b/tests/csv/kfold_diabetes_2.csv
index ba42c92..4f5a468 100644
--- a/tests/csv/kfold_diabetes_2.csv
+++ b/tests/csv/kfold_diabetes_2.csv
@@ -1,768 +1,768 @@
-668
-455
-574
-89
-504
-416
-17
-680
-644
-418
-336
-198
-209
-674
-79
-297
-471
-442
-128
-589
-240
-149
-225
-612
-104
-452
-31
-522
-478
-9
-64
-34
-18
-676
-78
-684
-118
-157
-696
-320
-474
-211
-651
-214
-130
-11
-369
-476
-313
-4
-763
-443
-183
-422
-552
-686
-210
-268
-70
-174
-23
-388
-398
-742
-758
-256
-414
-535
-585
-315
-296
-566
-125
-576
-339
-51
-236
-279
-94
-334
-395
-243
-637
-519
-750
-446
-454
-450
-722
-583
-728
-509
-43
-220
-553
-347
-632
-202
-748
-133
-346
-343
-327
-223
-521
-403
-114
-390
-658
-604
-711
-15
-200
-35
-186
-470
-670
-127
-634
-340
-432
-301
-323
-484
-10
-102
-767
-482
-289
-392
-548
-241
-335
-368
-254
-348
-692
-230
-580
-413
-645
-158
-410
-302
-14
-247
-647
-60
-213
-165
-444
-554
-441
-491
-536
-543
-290
-360
-221
-690
-709
-723
-203
-717
-245
-345
-473
-251
-7
-111
-344
-122
-316
-81
-207
-577
-283
-354
-384
-108
-212
-66
-92
-683
-123
-85
-650
-429
-377
-425
-492
-37
-188
-551
-201
-639
-740
-516
-467
-641
-222
-685
-762
-121
-120
-59
-21
-480
-472
-383
-216
-218
-406
-67
-224
-19
-95
-601
-16
+525
+311
+718
+26
+27
 587
-530
+513
+246
+271
+64
+498
+521
+164
+746
+413
+615
+437
+359
+336
+99
+760
+53
+43
+372
+140
+46
+79
+731
+171
+715
+270
 226
-559
-113
-116
-743
-700
-261
-736
+618
+570
+429
+696
+85
+701
+632
+103
+572
+475
+28
+345
+502
+644
+142
+153
+674
+213
+308
+123
+455
+540
+697
+441
+767
+707
+87
+720
+22
+438
+655
+375
+725
+623
+691
+536
+49
+598
+114
+315
+740
+151
+449
+738
+203
+724
+671
+48
+599
+108
+748
+664
+363
+335
+344
+752
+544
+463
+393
+0
+323
+454
+764
+76
+409
+395
+447
+293
+209
+155
+658
 191
+721
+25
+407
+149
+322
+60
+384
+156
+59
+654
+624
+112
+95
+646
+91
+602
+423
+711
+235
+581
+14
+61
+501
+616
+356
+645
+127
+542
+379
+18
+10
 508
+408
+7
+573
+137
+233
+561
+458
+179
+391
+119
+734
+584
+489
+435
+432
+221
+389
+491
+693
+496
+668
+499
+520
+68
+148
+399
+32
+451
+321
+190
+381
+514
+411
+692
+579
+274
+552
+305
+524
+518
+41
+684
+610
+551
+495
+580
+647
+672
+56
+195
+162
+295
+726
+511
+275
+303
+208
+642
+699
+560
+231
+564
+633
+212
+57
+261
+683
+216
+9
+754
+35
+240
+649
+419
+20
+224
+545
+433
+279
+370
+763
+430
+326
+461
+120
+453
+590
+257
+373
+387
+158
+653
+471
+318
+324
+635
+397
+634
+314
+620
+669
+612
+220
+177
+134
+717
+39
+12
+347
+712
+747
+402
+101
+66
+78
+130
+361
+150
+169
+36
+327
+54
+351
+591
+539
+689
+24
+519
+11
+383
+606
+766
+736
+603
+80
+362
+477
+273
+571
+83
+436
+439
+681
+412
+434
+172
+157
+196
+713
+74
+651
+135
+459
+422
+706
+403
+355
+122
+589
+341
+296
+312
+585
+382
+662
+69
+405
+332
+675
+628
+369
+139
+577
+185
+493
+530
+374
+181
+165
+611
+376
+516
+207
+638
+364
+317
+625
+710
+509
+29
+541
+184
+230
+299
+444
+259
+77
+652
+217
+526
+388
+289
+136
+186
+81
+301
+554
+535
+595
+241
+558
+482
+316
+687
+105
+562
+67
+339
+166
+182
+310
+745
+705
+751
+464
+287
+16
+680
+244
+168
+51
+154
+229
+128
+529
+298
+286
+71
+470
+512
+609
+505
+84
+331
+421
+58
+659
+538
+278
+414
+277
+292
+366
+390
+194
+133
+116
+506
+350
+199
+643
+188
+757
+281
+527
+174
+109
+656
+729
+601
+500
+267
+86
+65
+676
+522
+377
+762
+743
+113
+302
+70
+728
+371
+214
+583
+291
+192
+630
+401
+161
+629
+187
+685
+528
+703
+193
+357
+515
+617
+504
+111
+94
+404
+586
+253
+440
+473
+30
+753
+300
+688
+567
+479
+107
+492
+21
+126
+716
+452
+555
+626
+682
+565
+484
+337
+532
+254
+425
+396
+446
+619
+102
+462
+460
+131
+250
+97
+448
+50
+248
+266
+236
+709
+732
+488
+223
+708
+367
+690
+744
+178
+537
+115
+741
+604
+125
+117
+159
+613
+481
+243
+247
+288
+360
+569
+578
+175
+201
+121
+368
+45
+534
+329
+607
+450
+677
+596
+227
+307
+160
+260
+380
+575
+31
+737
+242
+686
+486
+225
+13
+176
+44
+485
+173
+442
+3
+398
+272
+145
+352
+239
+761
+222
+483
+92
+594
+106
+510
+410
+88
+394
+665
+52
+47
+472
+695
+218
+614
+750
+417
+443
+348
+73
+424
+163
+574
+252
+719
+202
+354
+96
+431
+304
+636
+597
+234
+353
+365
+104
+550
+72
+723
+15
+566
+205
+588
+385
+714
+650
+144
+1
+211
+313
+621
+533
+742
+637
+631
+548
+75
+200
+469
+249
+418
+309
+531
+559
+124
+678
+700
+503
+667
+132
+622
+183
+228
+722
+694
+167
+264
+189
+735
+517
+556
+197
+657
+100
+297
+284
+330
+206
+739
+490
+756
+325
+219
+457
+262
+180
+143
+392
+400
+592
+661
+283
+280
+593
+306
+704
+546
+660
+147
+608
+93
+33
+702
+576
+23
+90
+639
+386
+568
+338
+749
+19
+141
+251
+666
+265
+37
+290
 170
 507
-483
-159
-570
-459
-231
-499
-349
-379
-266
-704
-107
-727
-331
-720
-233
-263
-172
-117
-205
-609
-407
-633
-754
-760
-145
-642
-192
-39
-229
-87
-273
-415
-660
-419
-321
-181
-100
-237
-378
-153
-134
-557
-154
-746
-330
-498
-276
-505
-464
-394
-175
-324
-52
-549
-28
-718
-361
-1
-599
-77
-675
-630
-629
-173
-304
-259
-527
-461
-602
-253
-595
-167
-579
-707
-342
-110
-591
-524
-365
-456
-545
-295
-747
-479
-135
-387
-703
-272
-558
-705
-691
-152
-562
-284
-540
-532
-702
-622
-163
-235
-688
-124
-586
-667
-119
-260
-82
-592
-90
-733
-8
-74
-341
-232
-435
-693
-25
-288
-267
-475
-542
-488
-756
-699
-466
-424
-338
-433
-613
-350
-697
-764
-193
-112
-252
-36
-129
-322
-71
-695
-150
-547
-619
-314
-101
-596
-308
-55
-38
-49
-33
-307
-719
-428
-496
-294
-649
-146
-99
-734
-143
-206
-399
-115
-486
-628
-404
-538
-701
-453
-726
-689
-161
-753
-594
-550
-155
-332
-147
-190
-584
-160
-292
-166
-333
-46
-5
-477
-625
-526
-142
-26
-310
-417
-638
-511
-215
-63
-6
-495
-646
-517
-238
-357
-12
-635
-636
-434
-627
-148
-255
-503
-391
-162
-264
-319
-45
-438
-176
-738
-194
-257
-208
-716
-24
-281
-180
-678
-362
-187
-184
-643
-766
-449
-278
-497
-648
-72
-96
-610
-303
-400
-578
-372
-169
-141
 605
-582
-65
-29
-408
-640
-401
-84
-514
-546
-374
-656
-282
-80
-22
-337
-138
-370
-481
-274
-270
-293
-458
-544
-430
-652
-312
-69
-402
-326
-47
-426
-715
-617
-572
-409
-137
-204
-671
-196
-420
-506
-624
-573
-88
-3
-677
-136
-126
-606
-298
-105
-364
-48
-513
-93
-396
-246
-621
-106
-13
-440
-411
-706
-523
-353
-20
-375
-616
-168
-177
-329
-275
-386
-197
-178
-131
-109
-76
-663
-615
-132
-732
-731
-465
-249
-363
-41
-588
-620
-765
-73
-258
-139
-469
-300
-569
-665
-721
-57
-714
+474
 600
-525
-244
-54
-749
-144
-421
-359
-682
-385
-593
-311
-745
-423
-664
-287
-518
-565
-242
-487
-371
-271
-227
-712
-217
-741
-98
-277
-681
-445
-151
-744
-269
-725
-61
-182
-42
-520
-97
-431
-710
-666
-730
-393
-611
-539
-541
-563
-679
-356
-568
-262
-305
-389
-317
-512
-195
-27
-489
-309
-490
-561
-752
-618
-626
-739
-528
-623
-735
-412
-91
-286
-729
-556
-189
-713
-164
-185
-597
-44
-427
-437
-755
-367
-328
-2
-502
-447
-659
-571
-199
-291
-761
-751
-318
-248
-737
-366
-598
-280
-448
-53
-614
+82
 759
-58
-56
-171
-140
-460
-672
-534
-607
-352
-68
-32
-358
-299
-653
-673
-234
-285
-555
-239
-219
-631
-657
-564
-608
-30
-687
-351
-708
-451
-0
-531
-382
-501
-493
-50
-86
-103
-662
-397
-156
-436
-537
-654
-515
-694
-463
-439
-468
-306
-510
-462
-590
-355
-40
-500
-533
-581
-661
-75
-380
-560
-457
-373
-325
-529
-655
-265
-603
-381
-228
-179
-485
-83
-567
-494
-376
-405
-698
-575
+523
+426
+110
 62
-757
-669
-724
-250
+349
+63
+38
+215
+198
+673
+129
+342
+256
+582
+456
+427
+343
+428
+547
+648
+276
+17
+238
+415
+328
+478
+263
+641
+670
+268
+358
+467
+34
+679
+755
+269
+468
+420
+40
+258
+487
+698
+476
+466
+416
+340
+494
+98
+480
+118
+553
+406
+543
+320
+294
+663
+282
+765
+152
+204
+285
+640
+55
+563
+727
+232
+146
+333
+42
+2
+8
+89
+758
+255
+445
+346
+627
+5
+6
+730
+334
+237
+245
+465
+497
+557
+210
+733
+4
+138
+319
+378
+549
diff --git a/tests/csv/kfold_diabetes_3.csv b/tests/csv/kfold_diabetes_3.csv
index d5e77a6..a71c49b 100644
--- a/tests/csv/kfold_diabetes_3.csv
+++ b/tests/csv/kfold_diabetes_3.csv
@@ -1,768 +1,768 @@
-668
-455
-574
-89
-504
-416
-17
-680
-644
-418
-336
-198
-209
-674
-79
-297
-471
-442
-128
-589
-240
-149
-225
-612
-104
-452
-31
-522
-478
-9
-64
-34
-18
-676
-78
-684
-118
-157
-696
-320
-474
-211
-651
-214
-130
-11
-369
-476
-313
-4
-763
-443
-183
-422
-552
-686
-210
-268
-70
-174
-23
-388
-398
-742
-758
-256
-414
-535
-585
-315
-296
-566
-125
-576
-339
-51
-236
-279
-94
-334
-395
-243
-637
-519
-750
-446
-454
-450
-722
-583
-728
-509
-43
-220
-553
-347
-632
-202
-748
-133
-346
-343
-327
-223
-521
-403
-114
-390
-658
-604
-711
-15
-200
-35
-186
-470
-670
-127
-634
-340
-432
-301
-323
-484
-10
-102
-767
-482
-289
-392
-548
-241
-335
-368
-254
-348
-692
-230
-580
-413
-645
-158
-410
-302
-14
-247
-647
-60
-213
-165
-444
-554
-441
-491
-536
-543
-290
-360
-221
-690
-709
-723
-203
-717
-245
-345
-473
-251
-7
-111
-344
-122
-316
-81
-207
-577
-283
-354
-384
-108
-212
-66
-92
-683
-123
-85
-650
-429
-377
-425
-492
-37
-188
-551
-201
-639
-740
-516
-467
-641
-222
-685
-762
-121
-120
-59
-21
-480
-472
-383
-216
-218
-406
-67
-224
-19
-95
-601
-16
+525
+311
+718
+26
+27
 587
-530
+513
+246
+271
+64
+498
+521
+164
+746
+413
+615
+437
+359
+336
+99
+760
+53
+43
+372
+140
+46
+79
+731
+171
+715
+270
 226
-559
-113
-116
-743
-700
-261
-736
+618
+570
+429
+696
+85
+701
+632
+103
+572
+475
+28
+345
+502
+644
+142
+153
+674
+213
+308
+123
+455
+540
+697
+441
+767
+707
+87
+720
+22
+438
+655
+375
+725
+623
+691
+536
+49
+598
+114
+315
+740
+151
+449
+738
+203
+724
+671
+48
+599
+108
+748
+664
+363
+335
+344
+752
+544
+463
+393
+0
+323
+454
+764
+76
+409
+395
+447
+293
+209
+155
+658
 191
+721
+25
+407
+149
+322
+60
+384
+156
+59
+654
+624
+112
+95
+646
+91
+602
+423
+711
+235
+581
+14
+61
+501
+616
+356
+645
+127
+542
+379
+18
+10
 508
+408
+7
+573
+137
+233
+561
+458
+179
+391
+119
+734
+584
+489
+435
+432
+221
+389
+491
+693
+496
+668
+499
+520
+68
+148
+399
+32
+451
+321
+190
+381
+514
+411
+692
+579
+274
+552
+305
+524
+518
+41
+684
+610
+551
+495
+580
+647
+672
+56
+195
+162
+295
+726
+511
+275
+303
+208
+642
+699
+560
+231
+564
+633
+212
+57
+261
+683
+216
+9
+754
+35
+240
+649
+419
+20
+224
+545
+433
+279
+370
+763
+430
+326
+461
+120
+453
+590
+257
+373
+387
+158
+653
+471
+318
+324
+635
+397
+634
+314
+620
+669
+612
+220
+177
+134
+717
+39
+12
+347
+712
+747
+402
+101
+66
+78
+130
+361
+150
+169
+36
+327
+54
+351
+591
+539
+689
+24
+519
+11
+383
+606
+766
+736
+603
+80
+362
+477
+273
+571
+83
+436
+439
+681
+412
+434
+172
+157
+196
+713
+74
+651
+135
+459
+422
+706
+403
+355
+122
+589
+341
+296
+312
+585
+382
+662
+69
+405
+332
+675
+628
+167
+264
+189
+735
+517
+556
+197
+657
+100
+297
+284
+330
+206
+739
+490
+756
+325
+219
+457
+262
+180
+143
+392
+400
+592
+661
+283
+280
+593
+306
+704
+546
+660
+147
+608
+93
+33
+702
+576
+23
+90
+639
+386
+568
+338
+749
+19
+141
+251
+666
+265
+37
+290
 170
 507
-483
-159
-570
-459
-231
-499
-349
-379
-266
-704
-107
-727
-331
-720
-233
-263
-172
-117
-205
-609
-407
-633
-754
-760
-145
-642
-192
-39
-229
-87
-273
-415
-660
-419
-321
-181
-100
-237
-378
-153
-134
-557
-154
-746
-330
-498
-276
-505
-464
-394
-175
-324
-52
-549
-28
-718
-361
-1
-599
-77
-675
-630
-629
-173
-304
-259
-527
-461
-602
-253
-595
-167
-579
-182
-42
-520
-97
-431
-710
-666
-730
-393
-611
-539
-541
-563
-679
-356
-568
-262
-305
-389
-317
-512
-195
-27
-489
-309
-490
-561
-752
-618
-626
-739
-528
-623
-735
-412
-91
-286
-729
-556
-189
-713
-164
-185
-597
-44
-427
-437
-755
-367
-328
-2
-502
-447
-659
-571
-199
-291
-761
-751
-318
-248
-737
-366
-598
-280
-448
-53
-614
-759
-58
-56
-171
-140
-460
-672
-534
-607
-352
-68
-32
-358
-299
-653
-673
-234
-285
-555
-239
-219
-631
-657
-564
-608
-30
-687
-351
-708
-451
-0
-531
-382
-501
-493
-50
-86
-103
-662
-397
-156
-436
-537
-654
-515
-694
-463
-439
-468
-306
-510
-462
-590
-355
-40
-500
-533
-581
-661
-75
-380
-560
-457
-373
-325
-529
-655
-265
-603
-381
-228
-179
-485
-83
-567
-494
-376
-405
-698
-575
-62
-757
-669
-724
-250
-180
-678
-362
-187
-184
-643
-766
-449
-278
-497
-648
-72
-96
-610
-303
-400
-578
-372
-169
-141
 605
-582
-65
-29
-408
-640
-401
-84
-514
-546
-374
-656
-282
-80
-22
-337
-138
-370
-481
-274
-270
-293
-458
-544
-430
-652
-312
-69
-402
-326
-47
-426
-715
-617
-572
-409
-137
-204
-671
-196
-420
-506
-624
-573
-88
-3
-677
-136
-126
-606
-298
-105
-364
-48
-513
-93
-396
-246
-621
-106
-13
-440
-411
-706
-523
-353
-20
-375
-616
-168
-177
-329
-275
-386
-197
-178
-131
-109
-76
-663
-615
-132
-732
-731
-465
-249
-363
-41
-588
-620
-765
-73
-258
-139
-469
-300
-569
-665
-721
-57
-714
+474
 600
-525
-244
-54
-749
-144
-421
-359
-682
-385
-593
-311
-745
-423
-664
-287
-518
-565
-242
-487
-371
-271
-227
-712
-217
-741
-98
-277
-681
-445
-151
-744
-269
-725
-61
-707
-342
-110
-591
-524
-365
-456
-545
-295
-747
-479
-135
-387
-703
-272
-558
-705
-691
-152
-562
-284
-540
-532
-702
-622
-163
-235
-688
-124
-586
-667
-119
-260
 82
-592
-90
-733
-8
-74
-341
-232
-435
-693
-25
-288
-267
-475
-542
-488
-756
-699
-466
-424
-338
-433
-613
-350
-697
-764
-193
-112
-252
-36
-129
-322
-71
-695
-150
-547
-619
-314
-101
-596
-308
-55
-38
-49
-33
-307
-719
-428
-496
-294
-649
-146
-99
-734
-143
-206
-399
-115
-486
-628
-404
-538
-701
-453
-726
-689
-161
-753
-594
-550
-155
-332
-147
-190
-584
-160
-292
-166
-333
-46
-5
-477
-625
-526
-142
-26
-310
-417
-638
-511
-215
+759
+523
+426
+110
+62
+349
 63
-6
-495
-646
-517
+38
+215
+198
+673
+129
+342
+256
+582
+456
+427
+343
+428
+547
+648
+276
+17
 238
-357
-12
-635
-636
-434
-627
-148
+415
+328
+478
+263
+641
+670
+268
+358
+467
+34
+679
+755
+269
+468
+420
+40
+258
+487
+698
+476
+466
+416
+340
+494
+98
+480
+118
+553
+406
+543
+320
+294
+663
+282
+765
+152
+204
+285
+640
+55
+563
+727
+232
+146
+333
+42
+2
+8
+89
+758
 255
-503
-391
-162
-264
+445
+346
+627
+5
+6
+730
+334
+237
+245
+465
+497
+557
+210
+733
+4
+138
 319
+378
+549
+565
+484
+337
+532
+254
+425
+396
+446
+619
+102
+462
+460
+131
+250
+97
+448
+50
+248
+266
+236
+709
+732
+488
+223
+708
+367
+690
+744
+178
+537
+115
+741
+604
+125
+117
+159
+613
+481
+243
+247
+288
+360
+569
+578
+175
+201
+121
+368
 45
-438
+534
+329
+607
+450
+677
+596
+227
+307
+160
+260
+380
+575
+31
+737
+242
+686
+486
+225
+13
 176
-738
+44
+485
+173
+442
+3
+398
+272
+145
+352
+239
+761
+222
+483
+92
+594
+106
+510
+410
+88
+394
+665
+52
+47
+472
+695
+218
+614
+750
+417
+443
+348
+73
+424
+163
+574
+252
+719
+202
+354
+96
+431
+304
+636
+597
+234
+353
+365
+104
+550
+72
+723
+15
+566
+205
+588
+385
+714
+650
+144
+1
+211
+313
+621
+533
+742
+637
+631
+548
+75
+200
+469
+249
+418
+309
+531
+559
+124
+678
+700
+503
+667
+132
+622
+183
+228
+722
+694
+369
+139
+577
+185
+493
+530
+374
+181
+165
+611
+376
+516
+207
+638
+364
+317
+625
+710
+509
+29
+541
+184
+230
+299
+444
+259
+77
+652
+217
+526
+388
+289
+136
+186
+81
+301
+554
+535
+595
+241
+558
+482
+316
+687
+105
+562
+67
+339
+166
+182
+310
+745
+705
+751
+464
+287
+16
+680
+244
+168
+51
+154
+229
+128
+529
+298
+286
+71
+470
+512
+609
+505
+84
+331
+421
+58
+659
+538
+278
+414
+277
+292
+366
+390
 194
-257
-208
-716
-24
+133
+116
+506
+350
+199
+643
+188
+757
 281
+527
+174
+109
+656
+729
+601
+500
+267
+86
+65
+676
+522
+377
+762
+743
+113
+302
+70
+728
+371
+214
+583
+291
+192
+630
+401
+161
+629
+187
+685
+528
+703
+193
+357
+515
+617
+504
+111
+94
+404
+586
+253
+440
+473
+30
+753
+300
+688
+567
+479
+107
+492
+21
+126
+716
+452
+555
+626
+682
diff --git a/tests/csv/kfold_diabetes_4.csv b/tests/csv/kfold_diabetes_4.csv
index 77ed2d5..6998f40 100644
--- a/tests/csv/kfold_diabetes_4.csv
+++ b/tests/csv/kfold_diabetes_4.csv
@@ -1,768 +1,768 @@
-668
-455
-574
-89
-504
-416
-17
-680
-644
-418
-336
-198
-209
-674
-79
-297
-471
-442
-128
-589
-240
-149
-225
-612
-104
-452
-31
-522
-478
-9
-64
-34
-18
-676
-78
-684
-118
-157
-696
-320
-474
-211
-651
-214
-130
-11
-369
-476
-313
-4
-763
-443
-183
-422
-552
-686
-210
-268
-70
-174
-23
-388
-398
-742
-758
-256
-414
-535
-585
-315
-296
-566
-125
-576
-339
-51
-236
-279
-94
-334
-395
-243
-637
-519
-750
-446
-454
-450
-722
-583
-728
-509
-43
-220
-553
-347
-632
-202
-748
-133
-346
-343
-327
-223
-521
-403
-114
-390
-658
-604
-711
-15
-200
-35
-186
-470
-670
-127
-634
-340
-432
-301
-323
-484
-10
-102
-767
-482
-289
-392
-548
-241
-335
-368
-254
-348
-692
-230
-580
-413
-645
-158
-410
-302
-14
-247
-647
-60
-213
-165
-444
-554
-441
-491
-536
-543
-290
-360
-221
-690
-709
-723
-203
-717
-245
-345
-473
-251
-7
-111
-344
-122
-316
-81
-207
-577
-283
-354
-384
-108
-212
-66
-92
-683
-123
-85
-650
-429
-377
-425
-492
-37
-188
-551
-201
-639
-740
-516
-467
-641
-222
-685
-762
-121
-120
-59
-21
-480
-472
-383
-216
-218
-406
-67
-224
-19
-95
-601
-16
+525
+311
+718
+26
+27
 587
-530
+513
+246
+271
+64
+498
+521
+164
+746
+413
+615
+437
+359
+336
+99
+760
+53
+43
+372
+140
+46
+79
+731
+171
+715
+270
 226
-559
-113
-116
-743
-700
-261
-736
+618
+570
+429
+696
+85
+701
+632
+103
+572
+475
+28
+345
+502
+644
+142
+153
+674
+213
+308
+123
+455
+540
+697
+441
+767
+707
+87
+720
+22
+438
+655
+375
+725
+623
+691
+536
+49
+598
+114
+315
+740
+151
+449
+738
+203
+724
+671
+48
+599
+108
+748
+664
+363
+335
+344
+752
+544
+463
+393
+0
+323
+454
+764
+76
+409
+395
+447
+293
+209
+155
+658
 191
+721
+25
+407
+149
+322
+60
+384
+156
+59
+654
+624
+112
+95
+646
+91
+602
+423
+711
+235
+581
+14
+61
+501
+616
+356
+645
+127
+542
+379
+18
+10
 508
+408
+7
+573
+137
+233
+561
+458
+179
+391
+119
+734
+584
+489
+435
+432
+221
+389
+491
+693
+496
+668
+499
+520
+68
+148
+399
+32
+451
+321
+190
+381
+514
+411
+692
+579
+274
+552
+305
+524
+518
+41
+684
+610
+551
+495
+580
+647
+672
+56
+195
+162
+295
+726
+511
+275
+303
+208
+642
+699
+560
+231
+564
+633
+212
+57
+261
+683
+216
+9
+754
+35
+240
+649
+419
+20
+224
+545
+433
+279
+370
+763
+430
+326
+461
+120
+453
+590
+257
+373
+387
+158
+653
+471
+318
+324
+635
+397
+634
+314
+620
+669
+612
+220
+177
+134
+717
+39
+12
+347
+712
+747
+402
+101
+66
+78
+130
+361
+150
+169
+36
+327
+54
+351
+591
+539
+689
+24
+519
+11
+383
+606
+766
+736
+603
+80
+362
+477
+273
+571
+83
+436
+439
+681
+412
+434
+172
+157
+196
+713
+74
+651
+135
+459
+422
+706
+403
+355
+122
+589
+341
+296
+312
+585
+382
+662
+69
+405
+332
+675
+628
+167
+264
+189
+735
+517
+556
+197
+657
+100
+297
+284
+330
+206
+739
+490
+756
+325
+219
+457
+262
+180
+143
+392
+400
+592
+661
+283
+280
+593
+306
+704
+546
+660
+147
+608
+93
+33
+702
+576
+23
+90
+639
+386
+568
+338
+749
+19
+141
+251
+666
+265
+37
+290
 170
 507
-483
-159
-570
-459
-231
-499
-349
-379
-266
-704
-107
-727
-331
-720
-233
-263
-172
-117
-205
-609
-407
-633
-754
-760
-145
-642
-192
-39
-229
-87
-273
-415
-660
-419
-321
-181
-100
-237
-378
-153
-134
-557
-154
-746
-330
-498
-276
-505
-464
-394
-175
-324
-52
-549
-28
-718
-361
-1
-599
-77
-675
-630
-629
-173
-304
-259
-527
-461
-602
-253
-595
-167
-579
-182
-42
-520
-97
-431
-710
-666
-730
-393
-611
-539
-541
-563
-679
-356
-568
-262
-305
-389
-317
-512
-195
-27
-489
-309
-490
-561
-752
-618
-626
-739
-528
-623
-735
-412
-91
-286
-729
-556
-189
-713
-164
-185
-597
-44
-427
-437
-755
-367
-328
-2
-502
-447
-659
-571
-199
-291
-761
-751
-318
-248
-737
-366
-598
-280
-448
-53
-614
-759
-58
-56
-171
-140
-460
-672
-534
-607
-352
-68
-32
-358
-299
-653
-673
-234
-285
-555
-239
-219
-631
-657
-564
-608
-30
-687
-351
-708
-451
-0
-531
-382
-501
-493
-50
-86
-103
-662
-397
-156
-436
-537
-654
-515
-694
-463
-439
-468
-306
-510
-462
-590
-355
-40
-500
-533
-581
-661
-75
-380
-560
-457
-373
-325
-529
-655
-265
-603
-381
-228
-179
-485
-83
-567
-494
-376
-405
-698
-575
-62
-757
-669
-724
-250
-707
-342
-110
-591
-524
-365
-456
-545
-295
-747
-479
-135
-387
-703
-272
-558
-705
-691
-152
-562
-284
-540
-532
-702
-622
-163
-235
-688
-124
-586
-667
-119
-260
-82
-592
-90
-733
-8
-74
-341
-232
-435
-693
-25
-288
-267
-475
-542
-488
-756
-699
-466
-424
-338
-433
-613
-350
-697
-764
-193
-112
-252
-36
-129
-322
-71
-695
-150
-547
-619
-314
-101
-596
-308
-55
-38
-49
-33
-307
-719
-428
-496
-294
-649
-146
-99
-734
-143
-206
-399
-115
-486
-628
-404
-538
-701
-453
-726
-689
-161
-753
-594
-550
-155
-332
-147
-190
-584
-160
-292
-166
-333
-46
-5
-477
-625
-526
-142
-26
-310
-417
-638
-511
-215
-63
-6
-495
-646
-517
-238
-357
-12
-635
-636
-434
-627
-148
-255
-503
-391
-162
-264
-319
-45
-438
-176
-738
-194
-257
-208
-716
-24
-281
-269
-725
-61
-180
-678
-362
-187
-184
-643
-766
-449
-278
-497
-648
-72
-96
-610
-303
-400
-578
-372
-169
-141
 605
-582
-65
-29
-408
-640
-401
-84
-514
-546
-374
-656
-282
-80
-22
-337
-138
-370
-481
-274
-270
-293
-458
-544
-430
-652
-312
-69
-402
-326
-47
-426
-715
-617
-572
-409
-137
-204
-671
-196
-420
-506
-624
-573
-88
-3
-677
-136
-126
-606
-298
-105
-364
-48
-513
-93
-396
-246
-621
-106
-13
-440
-411
-706
-523
-353
-20
-375
-616
-168
-177
-329
-275
-386
-197
-178
-131
-109
-76
-663
-615
-132
-732
-731
-465
-249
-363
-41
-588
-620
-765
-73
-258
-139
-469
-300
-569
-665
-721
-57
-714
+474
 600
-525
-244
-54
-749
-144
-421
-359
-682
-385
-593
-311
-745
-423
-664
-287
-518
-565
-242
+82
+759
+523
+426
+110
+62
+349
+63
+38
+215
+198
+673
+129
+342
+256
+582
+456
+427
+343
+428
+547
+648
+276
+17
+238
+415
+328
+478
+263
+641
+670
+268
+358
+467
+34
+679
+755
+269
+468
+420
+40
+258
 487
-371
-271
-227
-712
-217
-741
+698
+476
+466
+416
+340
+494
 98
-277
-681
+480
+118
+553
+406
+543
+320
+294
+663
+282
+765
+152
+204
+285
+640
+55
+563
+727
+232
+146
+333
+42
+2
+8
+89
+758
+255
 445
-151
+346
+627
+5
+6
+730
+334
+237
+245
+465
+497
+557
+210
+733
+4
+138
+319
+378
+549
+369
+139
+577
+185
+493
+530
+374
+181
+165
+611
+376
+516
+207
+638
+364
+317
+625
+710
+509
+29
+541
+184
+230
+299
+444
+259
+77
+652
+217
+526
+388
+289
+136
+186
+81
+301
+554
+535
+595
+241
+558
+482
+316
+687
+105
+562
+67
+339
+166
+182
+310
+745
+705
+751
+464
+287
+16
+680
+244
+168
+51
+154
+229
+128
+529
+298
+286
+71
+470
+512
+609
+505
+84
+331
+421
+58
+659
+538
+278
+414
+277
+292
+366
+390
+194
+133
+116
+506
+350
+199
+643
+188
+757
+281
+527
+174
+109
+656
+729
+601
+500
+267
+86
+65
+676
+522
+377
+762
+743
+113
+302
+70
+728
+371
+214
+583
+291
+192
+630
+401
+161
+629
+187
+685
+528
+703
+193
+357
+515
+617
+504
+111
+94
+404
+586
+253
+440
+473
+30
+753
+300
+688
+567
+479
+107
+492
+21
+126
+716
+452
+555
+626
+682
+228
+722
+694
+565
+484
+337
+532
+254
+425
+396
+446
+619
+102
+462
+460
+131
+250
+97
+448
+50
+248
+266
+236
+709
+732
+488
+223
+708
+367
+690
 744
+178
+537
+115
+741
+604
+125
+117
+159
+613
+481
+243
+247
+288
+360
+569
+578
+175
+201
+121
+368
+45
+534
+329
+607
+450
+677
+596
+227
+307
+160
+260
+380
+575
+31
+737
+242
+686
+486
+225
+13
+176
+44
+485
+173
+442
+3
+398
+272
+145
+352
+239
+761
+222
+483
+92
+594
+106
+510
+410
+88
+394
+665
+52
+47
+472
+695
+218
+614
+750
+417
+443
+348
+73
+424
+163
+574
+252
+719
+202
+354
+96
+431
+304
+636
+597
+234
+353
+365
+104
+550
+72
+723
+15
+566
+205
+588
+385
+714
+650
+144
+1
+211
+313
+621
+533
+742
+637
+631
+548
+75
+200
+469
+249
+418
+309
+531
+559
+124
+678
+700
+503
+667
+132
+622
+183
diff --git a/tests/csv/kfold_glass_0.csv b/tests/csv/kfold_glass_0.csv
index 40c7137..739acbe 100644
--- a/tests/csv/kfold_glass_0.csv
+++ b/tests/csv/kfold_glass_0.csv
@@ -1,214 +1,214 @@
-195
-110
-53
-96
-36
-178
-181
-13
-44
-138
-171
-207
-66
-170
-45
-128
-51
-151
-65
-114
-71
-175
-10
-124
-109
-172
-180
-176
-111
-22
-11
-42
-201
-166
-100
-46
-112
-1
-122
-3
-54
-121
-39
-174
-190
-145
-69
-73
-149
-117
-164
-192
-0
-137
-158
-107
-102
-133
-90
-194
-56
-35
-87
-47
-40
-60
-74
-37
-126
-5
-67
-61
-213
-177
-18
-20
-152
-21
-33
-12
-50
-6
-148
-183
-144
-43
-165
-141
-115
-49
-119
-58
-86
-200
-118
-63
-24
-78
-105
-104
-91
-29
-64
-120
-143
-203
-26
-134
-82
-150
-32
-205
-153
-95
-8
-99
-98
-191
-206
-48
-196
-187
-68
-55
-77
-202
-85
-123
-188
-146
-186
-163
-57
-160
-38
-83
-142
-154
-139
-129
-140
-4
-108
-19
-31
-184
-197
-103
-25
-168
-14
-81
-210
-34
-94
-132
-88
-179
-135
-204
-189
-15
-173
-84
-113
-106
-7
-70
-52
-27
-212
-93
-156
-199
-62
-89
-159
-16
-167
-131
-130
-162
-80
-198
-209
-9
-79
-41
-185
-127
-76
-147
-97
-101
-193
 28
-157
-59
-72
-30
-116
-125
-161
-75
-169
-92
 23
-155
-182
-2
-208
-136
-211
+21
+186
+142
+153
+163
+213
+189
+123
+138
+82
+201
+90
+92
+147
+87
+96
+22
 17
+107
+31
+100
+139
+166
+184
+49
+194
+114
+197
+1
+151
+198
+12
+203
+30
+144
+48
+84
+108
+199
+72
+145
+167
+192
+66
+133
+81
+44
+0
+126
+4
+183
+76
+181
+94
+33
+122
+209
+155
+121
+191
+165
+25
+176
+149
+24
+60
+45
+156
+59
+75
+131
+112
+95
+117
+91
+109
+207
+8
+37
+187
+14
+61
+152
+169
+55
+125
+127
+51
+3
+18
+10
+182
+5
+7
+69
+137
+71
+86
+211
+179
+29
+119
+205
+47
+120
+2
+146
+132
+118
+136
+6
+110
+11
+102
+154
+68
+148
+13
+32
+188
+52
+190
+178
+135
+210
+111
+161
+104
+172
+50
+193
+168
+41
+73
+97
+124
+174
+101
+159
+65
+56
+195
+162
+93
+141
+150
+83
+196
+208
+115
+88
+39
+54
+128
+15
+212
+57
+19
+173
+185
+9
+204
+35
+134
+143
+157
+20
+113
+116
+42
+77
+175
+202
+26
+27
+16
+67
+160
+40
+64
+130
+206
+164
+74
+98
+58
+89
+170
+177
+99
+105
+53
+43
+38
+140
+46
+79
+200
+171
+129
+80
+158
+180
+70
+34
+106
+85
+62
+36
+103
+63
+78
diff --git a/tests/csv/kfold_glass_1.csv b/tests/csv/kfold_glass_1.csv
index 80eff7e..c5adb66 100644
--- a/tests/csv/kfold_glass_1.csv
+++ b/tests/csv/kfold_glass_1.csv
@@ -1,214 +1,214 @@
-156
-199
-62
-89
-159
-16
-167
-131
-130
-162
-80
-198
-209
-9
-79
-41
-185
-127
-76
-147
-97
-101
-193
-28
-157
-59
-72
-30
-116
-125
-161
-75
-169
-92
-23
-155
-182
-2
-208
-136
-211
-17
-39
-174
-190
-145
-69
-73
-149
-117
-164
-192
-0
-137
-158
-107
-102
-133
-90
-194
-56
-35
-87
-47
-40
-60
-74
-37
-126
-5
-67
-61
-213
-177
-18
-20
-152
-21
-33
-12
-50
-6
-148
-183
-144
-43
-165
-141
-115
-49
-119
-58
-86
-200
-118
-63
-24
-78
-105
-104
-91
-29
-64
-120
-143
-203
-26
-134
-82
-150
-32
-205
-153
-95
-8
-99
-98
-191
-206
-48
-196
-187
-68
-55
 77
-202
-85
-123
-188
-146
-186
-163
-57
-160
-38
-83
-142
-154
-139
-129
-140
-4
-108
-19
-31
-184
-197
-103
-25
-168
-14
-81
-210
-34
-94
-132
-88
-179
-135
-204
-189
-15
-173
-84
-113
-106
-7
-70
-52
-27
-212
-93
-195
-110
-53
-96
-36
-178
-181
-13
-44
-138
-171
-207
-66
-170
-45
-128
-51
-151
-65
-114
-71
 175
-10
-124
-109
-172
-180
-176
-111
-22
-11
-42
-201
-166
-100
+202
+26
+27
+16
+67
+160
+40
+64
+130
+206
+164
+74
+98
+58
+89
+170
+177
+99
+105
+53
+43
+38
+140
 46
-112
-1
+79
+200
+171
+129
+80
+158
+180
+70
+34
+106
+85
+62
+36
+103
+63
+78
+145
+167
+192
+66
+133
+81
+44
+0
+126
+4
+183
+76
+181
+94
+33
 122
-3
-54
+209
+155
 121
+191
+165
+25
+176
+149
+24
+60
+45
+156
+59
+75
+131
+112
+95
+117
+91
+109
+207
+8
+37
+187
+14
+61
+152
+169
+55
+125
+127
+51
+3
+18
+10
+182
+5
+7
+69
+137
+71
+86
+211
+179
+29
+119
+205
+47
+120
+2
+146
+132
+118
+136
+6
+110
+11
+102
+154
+68
+148
+13
+32
+188
+52
+190
+178
+135
+210
+111
+161
+104
+172
+50
+193
+168
+41
+73
+97
+124
+174
+101
+159
+65
+56
+195
+162
+93
+141
+150
+83
+196
+208
+115
+88
+39
+54
+128
+15
+212
+57
+19
+173
+185
+9
+204
+35
+134
+143
+157
+20
+113
+116
+42
+28
+23
+21
+186
+142
+153
+163
+213
+189
+123
+138
+82
+201
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+166
+184
+49
+194
+114
+197
+1
+151
+198
+12
+203
+30
+144
+48
+84
+108
+199
+72
diff --git a/tests/csv/kfold_glass_2.csv b/tests/csv/kfold_glass_2.csv
index 47b98dd..c666fc0 100644
--- a/tests/csv/kfold_glass_2.csv
+++ b/tests/csv/kfold_glass_2.csv
@@ -1,214 +1,214 @@
-156
-199
-62
-89
-159
-16
-167
-131
-130
-162
-80
-198
-209
-9
-79
-41
-185
-127
-76
-147
-97
-101
-193
-28
-157
-59
-72
-30
-116
-125
-161
-75
-169
-92
-23
-155
-182
-2
-208
-136
-211
-17
-195
-110
-53
-96
-36
-178
-181
-13
-44
-138
-171
-207
-66
-170
-45
-128
-51
-151
-65
-114
-71
-175
-10
-124
-109
-172
-180
-176
-111
-22
-11
-42
-201
-166
-100
-46
-112
-1
-122
-3
-54
-121
-144
-43
-165
-141
-115
-49
-119
-58
-86
-200
-118
-63
-24
-78
-105
-104
-91
-29
-64
-120
-143
-203
-26
-134
-82
-150
-32
-205
-153
-95
-8
-99
-98
-191
-206
-48
-196
-187
-68
-55
 77
+175
 202
-85
-123
-188
-146
-186
-163
-57
-160
-38
-83
-142
-154
-139
-129
-140
-4
-108
-19
-31
-184
-197
-103
-25
-168
-14
-81
-210
-34
-94
-132
-88
-179
-135
-204
-189
-15
-173
-84
-113
-106
-7
-70
-52
+26
 27
-212
-93
-39
-174
-190
-145
-69
-73
-149
-117
-164
-192
-0
-137
-158
-107
-102
-133
-90
-194
-56
-35
-87
-47
-40
-60
-74
-37
-126
-5
+16
 67
-61
-213
+160
+40
+64
+130
+206
+164
+74
+98
+58
+89
+170
 177
-18
-20
-152
+99
+105
+53
+43
+38
+140
+46
+79
+200
+171
+129
+80
+158
+180
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
 21
-33
+186
+142
+153
+163
+213
+189
+123
+138
+82
+201
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+166
+184
+49
+194
+114
+197
+1
+151
+198
 12
-50
+203
+30
+144
+48
+84
+108
+199
+72
+152
+169
+55
+125
+127
+51
+3
+18
+10
+182
+5
+7
+69
+137
+71
+86
+211
+179
+29
+119
+205
+47
+120
+2
+146
+132
+118
+136
 6
+110
+11
+102
+154
+68
 148
+13
+32
+188
+52
+190
+178
+135
+210
+111
+161
+104
+172
+50
+193
+168
+41
+73
+97
+124
+174
+101
+159
+65
+56
+195
+162
+93
+141
+150
+83
+196
+208
+115
+88
+39
+54
+128
+15
+212
+57
+19
+173
+185
+9
+204
+35
+134
+143
+157
+20
+113
+116
+42
+145
+167
+192
+66
+133
+81
+44
+0
+126
+4
 183
+76
+181
+94
+33
+122
+209
+155
+121
+191
+165
+25
+176
+149
+24
+60
+45
+156
+59
+75
+131
+112
+95
+117
+91
+109
+207
+8
+37
+187
+14
+61
diff --git a/tests/csv/kfold_glass_3.csv b/tests/csv/kfold_glass_3.csv
index 421b952..f0f6a6a 100644
--- a/tests/csv/kfold_glass_3.csv
+++ b/tests/csv/kfold_glass_3.csv
@@ -1,214 +1,214 @@
-156
-199
-62
-89
-159
-16
-167
-131
-130
-162
-80
-198
-209
-9
-79
-41
-185
-127
-76
-147
-97
-101
-193
-28
-157
-59
-72
-30
-116
-125
-161
-75
-169
-92
-23
-155
-182
-2
-208
-136
-211
-17
-195
-110
-53
-96
-36
-178
-181
-13
-44
-138
-171
-207
-66
-170
-45
-128
-51
-151
-65
-114
-71
-175
-10
-124
-109
-172
-180
-176
-111
-22
-11
-42
-201
-166
-100
-46
-112
-1
-122
-3
-54
-121
-39
-174
-190
-145
-69
-73
-149
-117
-164
-192
-0
-137
-158
-107
-102
-133
-90
-194
-56
-35
-87
-47
-40
-60
-74
-37
-126
-5
-67
-61
-213
-177
-18
-20
-152
-21
-33
-12
-50
-6
-148
-183
-85
-123
-188
-146
-186
-163
-57
-160
-38
-83
-142
-154
-139
-129
-140
-4
-108
-19
-31
-184
-197
-103
-25
-168
-14
-81
-210
-34
-94
-132
-88
-179
-135
-204
-189
-15
-173
-84
-113
-106
-7
-70
-52
-27
-212
-93
-144
-43
-165
-141
-115
-49
-119
-58
-86
-200
-118
-63
-24
-78
-105
-104
-91
-29
-64
-120
-143
-203
-26
-134
-82
-150
-32
-205
-153
-95
-8
-99
-98
-191
-206
-48
-196
-187
-68
-55
 77
+175
 202
+26
+27
+16
+67
+160
+40
+64
+130
+206
+164
+74
+98
+58
+89
+170
+177
+99
+105
+53
+43
+38
+140
+46
+79
+200
+171
+129
+80
+158
+180
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+186
+142
+153
+163
+213
+189
+123
+138
+82
+201
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+166
+184
+49
+194
+114
+197
+1
+151
+198
+12
+203
+30
+144
+48
+84
+108
+199
+72
+145
+167
+192
+66
+133
+81
+44
+0
+126
+4
+183
+76
+181
+94
+33
+122
+209
+155
+121
+191
+165
+25
+176
+149
+24
+60
+45
+156
+59
+75
+131
+112
+95
+117
+91
+109
+207
+8
+37
+187
+14
+61
+210
+111
+161
+104
+172
+50
+193
+168
+41
+73
+97
+124
+174
+101
+159
+65
+56
+195
+162
+93
+141
+150
+83
+196
+208
+115
+88
+39
+54
+128
+15
+212
+57
+19
+173
+185
+9
+204
+35
+134
+143
+157
+20
+113
+116
+42
+152
+169
+55
+125
+127
+51
+3
+18
+10
+182
+5
+7
+69
+137
+71
+86
+211
+179
+29
+119
+205
+47
+120
+2
+146
+132
+118
+136
+6
+110
+11
+102
+154
+68
+148
+13
+32
+188
+52
+190
+178
+135
diff --git a/tests/csv/kfold_glass_4.csv b/tests/csv/kfold_glass_4.csv
index ab80112..f23d837 100644
--- a/tests/csv/kfold_glass_4.csv
+++ b/tests/csv/kfold_glass_4.csv
@@ -1,214 +1,214 @@
-156
-199
-62
-89
-159
-16
-167
-131
-130
-162
-80
-198
-209
-9
-79
-41
-185
-127
-76
-147
-97
-101
-193
-28
-157
-59
-72
-30
-116
-125
-161
-75
-169
-92
-23
-155
-182
-2
-208
-136
-211
-17
-195
-110
-53
-96
-36
-178
-181
-13
-44
-138
-171
-207
-66
-170
-45
-128
-51
-151
-65
-114
-71
-175
-10
-124
-109
-172
-180
-176
-111
-22
-11
-42
-201
-166
-100
-46
-112
-1
-122
-3
-54
-121
-39
-174
-190
-145
-69
-73
-149
-117
-164
-192
-0
-137
-158
-107
-102
-133
-90
-194
-56
-35
-87
-47
-40
-60
-74
-37
-126
-5
-67
-61
-213
-177
-18
-20
-152
-21
-33
-12
-50
-6
-148
-183
-144
-43
-165
-141
-115
-49
-119
-58
-86
-200
-118
-63
-24
-78
-105
-104
-91
-29
-64
-120
-143
-203
-26
-134
-82
-150
-32
-205
-153
-95
-8
-99
-98
-191
-206
-48
-196
-187
-68
-55
 77
+175
 202
-52
+26
 27
-212
-93
-85
-123
-188
-146
-186
-163
-57
+16
+67
 160
+40
+64
+130
+206
+164
+74
+98
+58
+89
+170
+177
+99
+105
+53
+43
 38
-83
-142
-154
-139
-129
 140
-4
-108
-19
-31
-184
-197
-103
-25
-168
-14
-81
-210
-34
-94
-132
-88
-179
-135
-204
-189
-15
-173
-84
-113
-106
-7
+46
+79
+200
+171
+129
+80
+158
+180
 70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+186
+142
+153
+163
+213
+189
+123
+138
+82
+201
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+166
+184
+49
+194
+114
+197
+1
+151
+198
+12
+203
+30
+144
+48
+84
+108
+199
+72
+145
+167
+192
+66
+133
+81
+44
+0
+126
+4
+183
+76
+181
+94
+33
+122
+209
+155
+121
+191
+165
+25
+176
+149
+24
+60
+45
+156
+59
+75
+131
+112
+95
+117
+91
+109
+207
+8
+37
+187
+14
+61
+152
+169
+55
+125
+127
+51
+3
+18
+10
+182
+5
+7
+69
+137
+71
+86
+211
+179
+29
+119
+205
+47
+120
+2
+146
+132
+118
+136
+6
+110
+11
+102
+154
+68
+148
+13
+32
+188
+52
+190
+178
+135
+20
+113
+116
+42
+210
+111
+161
+104
+172
+50
+193
+168
+41
+73
+97
+124
+174
+101
+159
+65
+56
+195
+162
+93
+141
+150
+83
+196
+208
+115
+88
+39
+54
+128
+15
+212
+57
+19
+173
+185
+9
+204
+35
+134
+143
+157
diff --git a/tests/csv/kfold_iris_0.csv b/tests/csv/kfold_iris_0.csv
index 303d9b2..6e55a70 100644
--- a/tests/csv/kfold_iris_0.csv
+++ b/tests/csv/kfold_iris_0.csv
@@ -1,150 +1,150 @@
-116
-56
-99
-78
-43
-86
-107
-110
-46
-24
-45
-44
-81
-130
+80
+6
+115
 70
-128
-58
-14
-11
-120
 34
-90
-2
-30
-146
-139
-61
-37
-111
-68
-12
-135
-7
-122
-98
-108
-8
-93
-94
-57
-25
-105
-47
-97
-84
-109
-5
-119
-52
-1
+106
+85
+62
 36
-77
-4
-31
+103
+63
+78
+28
+23
+21
+32
 142
+136
+141
+42
+146
+123
+138
+82
+19
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+97
+56
+49
+88
+114
+128
+1
+132
+15
+12
+39
+30
 144
+48
+84
+108
+116
+72
+145
+135
+143
+66
+133
+81
+44
+0
+126
+4
+65
+76
+101
+94
+33
+122
+102
+110
+121
+54
+83
+25
+41
+149
+24
+60
+45
+11
+59
+75
+131
 112
 95
-123
-131
-100
-79
-82
-74
-48
-29
-137
-16
-55
-53
-129
-121
-66
-113
-6
-140
-17
-114
-9
-15
-134
-132
-141
-96
-38
-145
-133
-51
-32
-149
-0
-26
-23
-91
-35
-101
-65
-102
-59
-41
-148
-103
-136
-73
-28
-54
-40
-27
-124
-85
 117
-63
-10
-83
-89
-3
-19
-21
-39
-22
-60
-87
-13
-127
-126
-75
-71
-33
+91
+109
+134
+8
+37
+93
+14
+61
 118
-67
-138
-88
-92
-18
-147
-49
-62
-20
-106
-115
-64
-80
-104
-143
-42
-50
-76
-69
+111
+55
 125
-72
+127
+51
+3
+18
+10
+68
+5
+7
+69
+137
+71
+86
+113
+124
+29
+119
+9
+47
+120
+2
+77
+20
+50
+26
+27
+16
+67
+148
+40
+64
+130
+35
+52
+74
+98
+58
+89
+13
+73
+99
+105
+53
+43
+38
+140
+46
+79
+57
+104
+129
diff --git a/tests/csv/kfold_iris_1.csv b/tests/csv/kfold_iris_1.csv
index 597a193..8f92519 100644
--- a/tests/csv/kfold_iris_1.csv
+++ b/tests/csv/kfold_iris_1.csv
@@ -1,150 +1,150 @@
-60
-87
-13
-127
-126
-75
-71
-33
-118
-67
-138
-88
-92
-18
-147
-49
-62
-20
-106
-115
-64
-80
-104
-143
-42
-50
-76
-69
-125
-72
-12
-135
-7
-122
-98
-108
-8
-93
-94
-57
-25
-105
-47
-97
-84
-109
-5
-119
-52
-1
-36
 77
-4
+20
+50
+26
+27
+16
+67
+148
+40
+64
+130
+35
+52
+74
+98
+58
+89
+13
+73
+99
+105
+53
+43
+38
+140
+46
+79
+57
+104
+129
+22
+17
+107
 31
-142
+100
+139
+97
+56
+49
+88
+114
+128
+1
+132
+15
+12
+39
+30
 144
+48
+84
+108
+116
+72
+145
+135
+143
+66
+133
+81
+44
+0
+126
+4
+65
+76
+101
+94
+33
+122
+102
+110
+121
+54
+83
+25
+41
+149
+24
+60
+45
+11
+59
+75
+131
 112
 95
-123
-131
-100
-79
-82
-74
-48
-29
-137
-16
-55
-53
-129
-121
-66
-113
-6
-140
-17
-114
-9
-15
-134
-132
-141
-96
-38
-145
-133
-51
-32
-149
-0
-26
-23
-91
-35
-101
-65
-102
-59
-41
-148
-103
-136
-73
-28
-54
-40
-27
-124
-85
 117
-63
-10
-83
-89
-3
-19
-21
-39
-22
-116
-56
-99
-78
-43
-86
-107
-110
-46
-24
-45
-44
-81
-130
-70
-128
-58
-14
-11
-120
-34
-90
-2
-30
-146
-139
-61
+91
+109
+134
+8
 37
+93
+14
+61
+118
 111
+55
+125
+127
+51
+3
+18
+10
 68
+5
+7
+69
+137
+71
+86
+113
+124
+29
+119
+9
+47
+120
+2
+80
+6
+115
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+32
+142
+136
+141
+42
+146
+123
+138
+82
+19
+90
+92
+147
+87
+96
diff --git a/tests/csv/kfold_iris_2.csv b/tests/csv/kfold_iris_2.csv
index d833298..bcfed82 100644
--- a/tests/csv/kfold_iris_2.csv
+++ b/tests/csv/kfold_iris_2.csv
@@ -1,150 +1,150 @@
-60
-87
-13
-127
-126
-75
-71
-33
-118
-67
-138
-88
-92
-18
-147
-49
-62
-20
-106
-115
-64
-80
-104
-143
-42
-50
-76
-69
-125
-72
-116
-56
-99
-78
-43
-86
-107
-110
-46
-24
-45
-44
-81
-130
-70
-128
-58
-14
-11
-120
-34
-90
-2
-30
-146
-139
-61
-37
-111
-68
-100
-79
-82
-74
-48
-29
-137
-16
-55
-53
-129
-121
-66
-113
-6
-140
-17
-114
-9
-15
-134
-132
-141
-96
-38
-145
-133
-51
-32
-149
-0
-26
-23
-91
-35
-101
-65
-102
-59
-41
-148
-103
-136
-73
-28
-54
-40
-27
-124
-85
-117
-63
-10
-83
-89
-3
-19
-21
-39
-22
-12
-135
-7
-122
-98
-108
-8
-93
-94
-57
-25
-105
-47
-97
-84
-109
-5
-119
-52
-1
-36
 77
-4
-31
+20
+50
+26
+27
+16
+67
+148
+40
+64
+130
+35
+52
+74
+98
+58
+89
+13
+73
+99
+105
+53
+43
+38
+140
+46
+79
+57
+104
+129
+80
+6
+115
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+32
 142
-144
+136
+141
+42
+146
+123
+138
+82
+19
+90
+92
+147
+87
+96
+44
+0
+126
+4
+65
+76
+101
+94
+33
+122
+102
+110
+121
+54
+83
+25
+41
+149
+24
+60
+45
+11
+59
+75
+131
 112
 95
-123
-131
+117
+91
+109
+134
+8
+37
+93
+14
+61
+118
+111
+55
+125
+127
+51
+3
+18
+10
+68
+5
+7
+69
+137
+71
+86
+113
+124
+29
+119
+9
+47
+120
+2
+22
+17
+107
+31
+100
+139
+97
+56
+49
+88
+114
+128
+1
+132
+15
+12
+39
+30
+144
+48
+84
+108
+116
+72
+145
+135
+143
+66
+133
+81
diff --git a/tests/csv/kfold_iris_3.csv b/tests/csv/kfold_iris_3.csv
index bdbd2c3..9f998d5 100644
--- a/tests/csv/kfold_iris_3.csv
+++ b/tests/csv/kfold_iris_3.csv
@@ -1,150 +1,150 @@
-60
-87
-13
-127
-126
-75
-71
-33
-118
-67
-138
-88
-92
-18
-147
-49
-62
-20
-106
-115
-64
-80
-104
-143
-42
-50
-76
-69
-125
-72
-116
-56
-99
-78
-43
-86
-107
-110
-46
-24
-45
-44
-81
-130
-70
-128
-58
-14
-11
-120
-34
-90
-2
-30
-146
-139
-61
-37
-111
-68
-12
-135
-7
-122
-98
-108
-8
-93
-94
-57
-25
-105
-47
-97
-84
-109
-5
-119
-52
-1
-36
 77
-4
-31
+20
+50
+26
+27
+16
+67
+148
+40
+64
+130
+35
+52
+74
+98
+58
+89
+13
+73
+99
+105
+53
+43
+38
+140
+46
+79
+57
+104
+129
+80
+6
+115
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+32
 142
+136
+141
+42
+146
+123
+138
+82
+19
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+97
+56
+49
+88
+114
+128
+1
+132
+15
+12
+39
+30
 144
+48
+84
+108
+116
+72
+145
+135
+143
+66
+133
+81
+134
+8
+37
+93
+14
+61
+118
+111
+55
+125
+127
+51
+3
+18
+10
+68
+5
+7
+69
+137
+71
+86
+113
+124
+29
+119
+9
+47
+120
+2
+44
+0
+126
+4
+65
+76
+101
+94
+33
+122
+102
+110
+121
+54
+83
+25
+41
+149
+24
+60
+45
+11
+59
+75
+131
 112
 95
-123
-131
-0
-26
-23
-91
-35
-101
-65
-102
-59
-41
-148
-103
-136
-73
-28
-54
-40
-27
-124
-85
 117
-63
-10
-83
-89
-3
-19
-21
-39
-22
-100
-79
-82
-74
-48
-29
-137
-16
-55
-53
-129
-121
-66
-113
-6
-140
-17
-114
-9
-15
-134
-132
-141
-96
-38
-145
-133
-51
-32
-149
+91
+109
diff --git a/tests/csv/kfold_iris_4.csv b/tests/csv/kfold_iris_4.csv
index 598e52c..88b2b84 100644
--- a/tests/csv/kfold_iris_4.csv
+++ b/tests/csv/kfold_iris_4.csv
@@ -1,150 +1,150 @@
-60
-87
-13
-127
-126
-75
-71
-33
-118
-67
-138
-88
-92
-18
-147
-49
-62
-20
-106
-115
-64
-80
-104
-143
-42
-50
-76
-69
-125
-72
-116
-56
-99
-78
-43
-86
-107
-110
-46
-24
-45
-44
-81
-130
-70
-128
-58
-14
-11
-120
-34
-90
-2
-30
-146
-139
-61
-37
-111
-68
-12
-135
-7
-122
-98
-108
-8
-93
-94
-57
-25
-105
-47
-97
-84
-109
-5
-119
-52
-1
-36
 77
-4
-31
+20
+50
+26
+27
+16
+67
+148
+40
+64
+130
+35
+52
+74
+98
+58
+89
+13
+73
+99
+105
+53
+43
+38
+140
+46
+79
+57
+104
+129
+80
+6
+115
+70
+34
+106
+85
+62
+36
+103
+63
+78
+28
+23
+21
+32
 142
+136
+141
+42
+146
+123
+138
+82
+19
+90
+92
+147
+87
+96
+22
+17
+107
+31
+100
+139
+97
+56
+49
+88
+114
+128
+1
+132
+15
+12
+39
+30
 144
+48
+84
+108
+116
+72
+145
+135
+143
+66
+133
+81
+44
+0
+126
+4
+65
+76
+101
+94
+33
+122
+102
+110
+121
+54
+83
+25
+41
+149
+24
+60
+45
+11
+59
+75
+131
 112
 95
-123
-131
-100
-79
-82
-74
-48
-29
-137
-16
-55
-53
-129
-121
-66
-113
-6
-140
-17
-114
-9
-15
-134
-132
-141
-96
-38
-145
-133
-51
-32
-149
-0
-26
-23
-91
-35
-101
-65
-102
-59
-41
-148
-103
-136
-73
-28
-54
-40
-27
-124
-85
 117
-63
-10
-83
-89
+91
+109
+134
+8
+37
+93
+14
+61
+118
+111
+55
+125
+127
+51
 3
-19
-21
-39
-22
+18
+10
+68
+5
+7
+69
+137
+71
+86
+113
+124
+29
+119
+9
+47
+120
+2
diff --git a/tests/csv/stratkfold_diabetes_10_0.csv b/tests/csv/stratkfold_diabetes_10_0.csv
index 30938ab..5a337f7 100644
--- a/tests/csv/stratkfold_diabetes_10_0.csv
+++ b/tests/csv/stratkfold_diabetes_10_0.csv
@@ -1,768 +1,768 @@
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
-309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
 152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-4
-26
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
 716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
 92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
 281
-205
-257
-142
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
 368
-233
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
 623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
 51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+309
+502
+667
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
diff --git a/tests/csv/stratkfold_diabetes_10_1.csv b/tests/csv/stratkfold_diabetes_10_1.csv
index 2de0336..d6da0ea 100644
--- a/tests/csv/stratkfold_diabetes_10_1.csv
+++ b/tests/csv/stratkfold_diabetes_10_1.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-409
-693
+93
+750
+590
+314
+455
 458
-366
-39
-510
-540
-375
-242
-143
-666
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
 386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
 102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
+627
+710
+723
+718
+556
 420
-325
-273
-652
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
 329
-135
-40
-530
-462
-222
-82
-559
-351
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
 63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
 558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
 729
+436
+279
+101
+333
diff --git a/tests/csv/stratkfold_diabetes_10_2.csv b/tests/csv/stratkfold_diabetes_10_2.csv
index 9efde37..623e9b7 100644
--- a/tests/csv/stratkfold_diabetes_10_2.csv
+++ b/tests/csv/stratkfold_diabetes_10_2.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
+93
 750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
 151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
 87
-631
-514
-316
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
 367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
diff --git a/tests/csv/stratkfold_diabetes_10_3.csv b/tests/csv/stratkfold_diabetes_10_3.csv
index 69c9715..1bdf987 100644
--- a/tests/csv/stratkfold_diabetes_10_3.csv
+++ b/tests/csv/stratkfold_diabetes_10_3.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
+93
+750
 590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
+102
 627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
 113
-690
-226
-601
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
 271
-591
-724
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
 738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
diff --git a/tests/csv/stratkfold_diabetes_10_4.csv b/tests/csv/stratkfold_diabetes_10_4.csv
index f1ed650..0187de5 100644
--- a/tests/csv/stratkfold_diabetes_10_4.csv
+++ b/tests/csv/stratkfold_diabetes_10_4.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
 732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
+731
+366
+306
+312
+753
+36
+151
+616
 30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
 29
-505
-248
-253
-501
-282
-687
-327
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
 644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
 453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
diff --git a/tests/csv/stratkfold_diabetes_10_5.csv b/tests/csv/stratkfold_diabetes_10_5.csv
index 3108efd..8c0bfbc 100644
--- a/tests/csv/stratkfold_diabetes_10_5.csv
+++ b/tests/csv/stratkfold_diabetes_10_5.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-209
-280
-468
 93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
+750
+590
 314
-291
-157
-383
-713
-5
-736
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
 36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
 12
-457
-373
-396
-274
-714
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
 289
-412
-513
-563
-217
-384
-651
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
 258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
 295
-208
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
 643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
diff --git a/tests/csv/stratkfold_diabetes_10_6.csv b/tests/csv/stratkfold_diabetes_10_6.csv
index df20ef4..6bb0294 100644
--- a/tests/csv/stratkfold_diabetes_10_6.csv
+++ b/tests/csv/stratkfold_diabetes_10_6.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-132
-115
-603
-292
-662
-755
-642
-580
-712
 502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
+667
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
 99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
 91
-305
-657
-59
-508
-489
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
 636
-149
-180
-77
-620
-528
-10
-571
-361
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
 167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
 89
-277
-234
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
 762
-503
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
 568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
diff --git a/tests/csv/stratkfold_diabetes_10_7.csv b/tests/csv/stratkfold_diabetes_10_7.csv
index 515ca71..0ed406b 100644
--- a/tests/csv/stratkfold_diabetes_10_7.csv
+++ b/tests/csv/stratkfold_diabetes_10_7.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-312
-402
+93
+750
+590
+314
+455
+458
+216
+339
 427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
 616
-500
-340
-544
+30
+102
+627
+710
+723
 718
+556
+420
+257
+411
+91
+12
 290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
+583
+108
+519
 239
-469
-324
-497
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
 494
-562
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
 703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
diff --git a/tests/csv/stratkfold_diabetes_10_8.csv b/tests/csv/stratkfold_diabetes_10_8.csv
index 3d2b43d..a30df8f 100644
--- a/tests/csv/stratkfold_diabetes_10_8.csv
+++ b/tests/csv/stratkfold_diabetes_10_8.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
+502
+667
+93
+750
+590
+314
 455
-731
+458
+216
+339
+427
+402
+99
+712
 676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
+102
+627
+710
 723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
 519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
+239
+46
+107
+742
+97
 75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
 707
-697
-401
-677
-459
-720
-265
-148
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
 477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
diff --git a/tests/csv/stratkfold_diabetes_10_9.csv b/tests/csv/stratkfold_diabetes_10_9.csv
index 6b27f81..29a50a5 100644
--- a/tests/csv/stratkfold_diabetes_10_9.csv
+++ b/tests/csv/stratkfold_diabetes_10_9.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-480
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-706
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-445
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-291
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-220
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-406
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-338
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+36
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
 583
-668
-345
-275
-297
-27
-393
+108
+519
+239
+46
+107
+742
 97
-767
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
 49
-653
-191
-483
-747
+487
+1
+744
+494
+449
+324
+527
+431
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+355
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+319
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+53
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
 764
-127
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+204
+272
+341
+210
+520
+724
+376
 335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+761
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+408
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
 672
-103
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+535
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+612
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
 315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
diff --git a/tests/csv/stratkfold_diabetes_3_0.csv b/tests/csv/stratkfold_diabetes_3_0.csv
index 8262ee8..7a599ae 100644
--- a/tests/csv/stratkfold_diabetes_3_0.csv
+++ b/tests/csv/stratkfold_diabetes_3_0.csv
@@ -1,768 +1,768 @@
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
 280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-315
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-740
-648
-187
-0
-309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
+598
 359
+8
+754
 88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-480
-291
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-586
-394
-675
-560
-328
-678
-66
+155
 116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
+666
+378
 56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
+323
+219
+326
+663
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
 702
-6
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+124
+765
+537
 660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
+764
+34
+486
+140
+461
 32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
+81
+711
+148
+472
 426
-470
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+169
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+408
+319
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
 103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+44
+309
+502
+667
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+36
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
diff --git a/tests/csv/stratkfold_diabetes_3_1.csv b/tests/csv/stratkfold_diabetes_3_1.csv
index 83d7917..4ed8082 100644
--- a/tests/csv/stratkfold_diabetes_3_1.csv
+++ b/tests/csv/stratkfold_diabetes_3_1.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-103
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-480
-291
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-292
-662
-755
-642
-580
-712
 502
-13
-197
-192
+667
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
 748
-170
-100
-17
-332
-25
-739
-611
-493
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
+515
+43
+227
+586
+388
+64
+716
+338
+293
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
 36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
 91
-305
-657
-59
-508
-489
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
 636
-149
-180
-77
-620
-528
-10
-571
-361
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
 167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+408
+319
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
 315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+44
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+124
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+169
diff --git a/tests/csv/stratkfold_diabetes_3_2.csv b/tests/csv/stratkfold_diabetes_3_2.csv
index aa83eba..6986794 100644
--- a/tests/csv/stratkfold_diabetes_3_2.csv
+++ b/tests/csv/stratkfold_diabetes_3_2.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-103
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-315
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
 152
-612
-435
-175
-406
-706
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
 338
-445
-220
-480
-291
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
+293
+11
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+36
+151
 616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
+30
+102
+627
+710
 723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
+718
+556
+420
+257
+411
+91
+12
+290
 583
-668
-345
-275
-297
-27
-393
+108
+519
+239
+46
+107
+742
 97
-767
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
 49
-653
-191
-483
-747
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+124
+765
+537
+660
 764
-127
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+204
+272
+341
+210
+520
+724
+376
 335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+169
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+408
+319
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
 672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+44
diff --git a/tests/csv/stratkfold_diabetes_5_0.csv b/tests/csv/stratkfold_diabetes_5_0.csv
index 570dd1d..d975a72 100644
--- a/tests/csv/stratkfold_diabetes_5_0.csv
+++ b/tests/csv/stratkfold_diabetes_5_0.csv
@@ -1,768 +1,768 @@
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-480
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-291
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-740
-648
-187
-0
-309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
 424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
 266
-255
-53
-577
-131
-730
-193
-22
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
 409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
+188
 425
-391
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+96
+500
+345
+379
+634
+145
 203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
+488
+477
+470
+738
+543
+640
 389
-224
-90
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
 758
-587
-330
-392
-69
-86
-637
-52
-517
+316
+628
+320
+423
 156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+319
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
 63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
 558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+309
+502
+667
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+11
+408
+36
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
 729
+436
+279
+101
+333
diff --git a/tests/csv/stratkfold_diabetes_5_1.csv b/tests/csv/stratkfold_diabetes_5_1.csv
index 6916f39..59e7314 100644
--- a/tests/csv/stratkfold_diabetes_5_1.csv
+++ b/tests/csv/stratkfold_diabetes_5_1.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-480
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-291
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
+93
 750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
 590
-448
-349
-154
-128
-237
-417
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
 719
-308
-207
-415
-516
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
 11
-743
-506
-16
-45
-660
-251
-533
-60
-682
-250
-285
-649
-521
+408
+36
 151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
+616
+30
+102
 627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
+710
+723
+718
+556
+420
+257
+411
+91
+12
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
 113
-690
-226
-601
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
 271
-591
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+319
+204
+272
+341
+210
+520
 724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
 738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
diff --git a/tests/csv/stratkfold_diabetes_5_2.csv b/tests/csv/stratkfold_diabetes_5_2.csv
index 6e67f59..cb934c6 100644
--- a/tests/csv/stratkfold_diabetes_5_2.csv
+++ b/tests/csv/stratkfold_diabetes_5_2.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-291
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
 93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
+750
+590
 314
-132
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
+37
+740
+659
+269
 115
-603
-480
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+11
+408
 36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
+151
+616
+30
+102
+627
+710
+723
+718
+556
+420
+257
+411
+91
 12
-457
-373
-396
-274
-714
+290
+583
+108
+519
+239
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
 289
-412
-513
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
 563
-217
-384
-651
-258
-295
-208
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
 643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+319
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
diff --git a/tests/csv/stratkfold_diabetes_5_3.csv b/tests/csv/stratkfold_diabetes_5_3.csv
index 3013105..78f35f1 100644
--- a/tests/csv/stratkfold_diabetes_5_3.csv
+++ b/tests/csv/stratkfold_diabetes_5_3.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-480
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
-667
-659
-199
-152
-612
-435
-175
-406
-706
-338
-445
-220
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
-723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
-583
-668
-345
-275
-297
-27
-393
-97
-767
-49
-653
-191
-483
-747
-764
-127
-335
-672
-103
-315
-292
-662
-755
-642
-580
-712
 502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-312
-402
+667
+93
+750
+590
+314
+455
+458
+216
+339
 427
-231
-754
-397
-757
-15
-319
-321
-2
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
+152
 37
-110
-283
-535
-545
-188
-664
-221
-766
-440
+740
+659
+269
+115
+242
+540
+303
 579
-404
-655
-604
-164
-400
-70
-429
-360
-291
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
+338
+293
+11
+408
+36
+151
 616
-500
-340
-544
+30
+102
+627
+710
+723
 718
+556
+420
+257
+411
+91
+12
 290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
+583
+108
+519
 239
-469
-324
-497
+46
+107
+742
+97
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
+49
+487
+1
+744
 494
-562
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
 703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
+764
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+319
+204
+272
+341
+210
+520
+724
+376
+335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
+315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
+672
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
diff --git a/tests/csv/stratkfold_diabetes_5_4.csv b/tests/csv/stratkfold_diabetes_5_4.csv
index 0e6ba19..1833cf8 100644
--- a/tests/csv/stratkfold_diabetes_5_4.csv
+++ b/tests/csv/stratkfold_diabetes_5_4.csv
@@ -1,768 +1,768 @@
-4
-26
-716
-322
-284
-125
-185
-592
-387
-619
-588
-646
-638
-696
-111
-243
-498
-595
-266
-255
-53
-577
-131
-730
-193
-22
-409
-693
-458
-366
-39
-510
-540
-375
-242
-143
-666
-386
-689
-759
-198
-749
-399
-24
-708
-561
-23
-259
-19
-165
-326
-425
-391
-203
-348
-751
-665
-552
-680
-76
-223
-467
-18
-491
-567
-699
-41
-478
-139
-625
-605
-456
-381
-421
-656
-200
-1
-201
-80
-92
-565
-122
-741
-184
-138
-311
-578
-382
-518
-669
-438
-582
-140
-574
-173
-281
-205
-257
-142
-368
-233
-623
-51
-615
-531
-141
-101
-81
-472
-344
-613
-744
-398
-333
-416
-150
-486
-331
-102
-362
-307
-389
-224
-90
-758
-587
-330
-392
-69
-86
-637
-52
-517
-156
-452
-364
-632
-420
-325
-273
-652
-329
-135
-40
-530
-462
-222
-82
-559
-351
-63
-558
-729
-586
-394
-675
-560
-328
-678
-66
-116
-339
-216
-750
-323
-48
-171
-214
-215
-523
-476
-219
-408
-56
-369
-356
-746
-38
-317
-235
-206
-614
-647
-64
-388
-306
-753
-702
-6
-590
-448
-349
-154
-128
-237
-417
-719
-308
-207
-415
-516
-11
-743
-506
-16
-45
-660
-251
-533
-60
-682
-250
-285
-649
-521
-151
-446
-439
-137
-454
-464
-174
-634
-496
-431
-202
-645
-32
-353
-241
-437
-407
-474
-67
-585
-433
-487
-123
-94
-249
-481
-126
-210
-190
-529
-507
-310
-499
-134
-548
-504
-87
-631
-514
-316
-367
-163
-168
-525
-756
-334
-263
-434
-726
-117
-556
-371
-377
-641
-302
-426
-470
-463
-543
-475
-654
-172
-621
-717
-178
-658
-385
-551
-698
-593
-118
-760
-627
-240
-342
-176
-728
-410
-247
-549
-547
-597
-534
-113
-690
-226
-601
-271
-591
-724
-738
-195
-179
-701
-663
-419
-177
-546
-254
-378
-732
-598
-31
-236
-238
-485
-129
-357
-515
-261
-414
-635
-276
-287
-618
-209
-280
-468
-93
-264
-124
-355
-130
-709
-14
-109
-114
-218
-715
-681
-189
-370
-584
-661
-451
-722
-606
-8
-120
-303
-314
-132
-115
-603
-480
-403
-365
-557
-742
-20
-488
-570
-405
-183
-354
-710
-336
-524
-430
-272
-466
-181
-538
-589
-684
-372
-629
-512
-119
-30
-465
-607
-537
-734
-461
-244
-520
-182
-639
-686
-490
-594
-33
-232
-294
-29
-505
-248
-253
-501
-282
-687
-327
-644
-453
-157
-383
-713
-5
-736
-36
-267
-495
-57
-522
-374
-44
-194
-705
-55
-679
-688
-422
-550
-553
-166
-671
-229
-390
-28
-352
-46
-685
-161
-640
-225
-50
-147
-12
-457
-373
-396
-274
-714
-289
-412
-513
-563
-217
-384
-651
-258
-295
-208
-643
-292
-662
-755
-642
-580
-712
-502
-13
-197
-192
-748
-170
-100
-17
-332
-25
-739
-611
-493
-630
-99
-539
-761
-312
-402
-427
-231
-754
-397
-757
-15
-319
-321
-2
-37
-110
-283
-535
-545
-188
-664
-221
-766
-440
-579
-404
-655
-604
-164
-400
-70
-429
-360
-291
-211
-628
-626
-725
-320
-256
-144
-286
-347
-204
-79
-7
-473
-68
-153
-692
-91
-305
-657
-59
-508
-489
-636
-149
-180
-77
-620
-528
-10
-571
-361
-167
-441
-727
-423
-98
-509
-572
-711
-575
-279
-600
-526
-288
-89
-277
-234
-762
-503
-568
-436
-752
-566
-527
-246
-108
-146
-21
-358
-34
-471
-745
-411
-318
-450
-633
-380
-599
-212
-196
-350
-576
-532
-616
-500
-340
-544
-718
-290
-763
-536
-71
-622
-252
-581
-700
-278
-83
-58
-617
-341
-346
-670
-239
-469
-324
-497
-494
-562
-703
-740
-648
-187
-0
 309
-301
-298
-691
-213
-78
-230
-155
-43
-61
-186
-542
-300
-484
-455
-731
-676
-245
-363
-84
-569
-293
-72
-227
-541
-159
-444
-269
-359
-88
-695
-424
-296
-443
-337
-9
-270
-683
+502
 667
-659
-199
+93
+750
+590
+314
+455
+458
+216
+339
+427
+402
+99
+712
+676
+569
+391
+284
+386
+732
+731
+366
+306
+312
+753
 152
-612
-435
-175
-406
-706
+37
+740
+659
+269
+115
+242
+540
+303
+579
+38
+84
+132
+746
+719
+189
+748
+515
+43
+227
+586
+388
+64
+716
 338
-445
-220
-62
-107
-482
-162
-145
-3
-112
-42
-133
-432
-54
+293
+11
+408
+36
+151
+616
+30
+102
+627
+710
 723
-519
-602
-104
-262
-47
-447
-596
-721
-136
-573
-737
-673
-479
-704
-492
-555
-449
-85
-650
-169
-608
-564
-376
-674
-460
-160
-379
-95
-75
-707
-697
-401
-677
-459
-720
-265
-148
-477
-313
-260
-428
-299
-343
-105
-694
-442
-65
-413
-735
-395
-121
-765
-158
-73
-268
-228
-609
-610
-418
-624
-96
-733
-74
-554
-511
-35
-304
-106
+718
+556
+420
+257
+411
+91
+12
+290
 583
-668
-345
-275
-297
-27
-393
+108
+519
+239
+46
+107
+742
 97
-767
+75
+343
+668
+636
+512
+307
+29
+106
+329
+275
+624
+113
+87
+358
+90
+54
+686
 49
-653
-191
-483
-747
+487
+1
+744
+494
+449
+324
+527
+431
+479
+482
+707
+508
+167
+149
+222
+92
+597
+5
+94
+684
+673
+736
+224
+144
+289
+492
+625
+416
+281
+229
+271
+578
+351
+86
+79
+589
+524
+622
+594
+652
+89
+347
+83
+703
+639
+161
+256
+694
+331
+196
+745
+21
+585
+729
+436
+279
+101
+333
+424
+266
+406
+722
+292
+419
+539
+606
+209
+221
+444
+9
+409
+188
+425
+400
+691
+2
+283
+678
+328
+638
+356
+435
+370
+661
+187
+337
+603
+171
+16
+245
+39
+448
+681
+197
+280
+598
+359
+8
+754
+88
+155
+116
+666
+378
+56
+323
+219
+326
+663
+399
+198
+96
+500
+345
+379
+634
+145
+203
+488
+477
+470
+738
+543
+640
+389
+665
+720
+368
+507
+433
+547
+401
+437
+463
+762
+137
+35
+573
+758
+316
+628
+320
+423
+156
+118
+3
+657
+690
+490
+644
+551
+76
+260
+685
+166
+297
+623
+68
+645
+119
+194
+223
+466
+162
+610
+682
+509
+428
+567
+104
+299
+692
+572
+447
+602
+478
+382
+765
+537
+660
 764
-127
+34
+486
+140
+461
+32
+81
+711
+148
+472
+426
+700
+688
+310
+330
+550
+531
+726
+581
+713
+67
+20
+367
+450
+252
+202
+18
+734
+456
+248
+457
+498
+15
+683
+675
+186
+128
+630
+276
+451
+648
+14
+0
+387
+213
+215
+287
+702
+604
+255
+206
+22
+476
+417
+414
+445
+415
+13
+468
+493
+61
+165
+689
+485
+696
+235
+270
+72
+317
+254
+195
+207
+220
+506
+542
+17
+192
+24
+23
+4
+111
+185
+125
+231
+319
+204
+272
+341
+210
+520
+724
+376
 335
+146
+139
+353
+63
+422
+201
+258
+651
+462
+620
+60
+591
+377
+670
+390
+362
+549
+295
+344
+147
+127
+654
+460
+679
+98
+671
+62
+410
+117
+454
+105
+52
+562
+42
+282
+138
+354
+649
+637
+554
+728
+253
+413
+626
+517
+469
+680
+475
+491
+631
+699
+697
+439
+85
+305
+629
+674
+553
+396
+232
+650
+126
+50
+564
+767
+735
+533
+499
+318
+77
+717
+727
+71
+566
+511
+438
+381
+181
+176
+576
+233
+273
+327
+575
+441
+763
+505
+112
+285
+58
+51
+544
+730
+238
+369
+443
+31
+510
+561
+580
+749
+164
+577
+110
+595
+541
+214
+755
+243
+611
+218
+177
+642
+695
+70
+131
+484
+179
+545
+693
+109
+301
+114
+397
+120
+404
+78
+175
+546
+332
+588
+375
+709
+193
+592
+143
+130
+618
+655
+170
+6
+296
+662
+757
+349
+442
+452
+374
+608
+205
+364
+33
+380
+601
+418
+714
+274
+240
+288
+563
+518
+263
+421
+752
+352
+536
+459
+565
+582
+278
+121
+325
+407
+74
+403
+141
+643
+613
+7
+160
+464
+249
+398
+142
+136
+247
+262
+342
+621
+721
+465
+174
+385
+226
 672
-103
+392
+432
+574
+704
+725
+568
+191
+504
+133
+532
+251
+173
+521
+41
+446
+698
+495
+496
+302
+134
+393
+430
+434
+371
+641
+677
+526
+632
+514
+153
+656
+350
+28
+384
+73
+80
+313
+267
+348
+373
+59
+607
+82
+599
+453
+587
+481
+372
+180
+311
+766
+635
+261
+523
+100
+199
+357
+560
+26
+759
+322
+647
+25
+664
+236
+743
+19
+394
+291
+159
+298
+708
+300
+646
+66
+48
+480
+440
+584
+363
+154
+259
+739
+429
+264
+45
+360
+706
+230
+619
+308
+237
+701
+614
+321
+516
+129
+715
+761
+535
+612
+355
+53
+124
+705
+529
+69
+183
+265
+211
+471
+244
+190
+733
+497
+530
+687
+212
+250
+365
+552
+473
+747
+513
+184
+501
+246
+57
+200
+208
+534
+334
+741
+228
+122
+596
+751
+182
+522
+158
+172
+150
+225
+528
+615
+412
+760
+653
+600
+605
+503
+483
+557
+95
+756
+168
+346
+40
+669
+361
+658
+178
+336
+163
+277
+570
 315
+286
+304
+123
+538
+555
+268
+571
+525
+558
+474
+65
+383
+559
+103
+294
+55
+737
+617
+340
+548
+467
+47
+157
+405
+633
+489
+135
+395
+609
+27
+241
+217
+10
+593
+234
+169
+44
diff --git a/tests/csv/stratkfold_glass_10_0.csv b/tests/csv/stratkfold_glass_10_0.csv
index c595ebf..b961c29 100644
--- a/tests/csv/stratkfold_glass_10_0.csv
+++ b/tests/csv/stratkfold_glass_10_0.csv
@@ -1,205 +1,205 @@
-140
-190
-80
-40
-95
+203
+74
+112
 35
-125
-182
-60
-97
-33
-170
-42
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
 41
-123
-56
-127
+199
+132
+156
 175
-178
-23
-91
+109
+50
+208
+142
+187
+40
 87
-158
-12
-47
-174
-58
-13
-59
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-7
-141
-62
-135
-187
-55
+178
+157
+191
 64
-14
-183
-68
-53
-98
-181
-85
+92
+155
+184
+133
+207
+1
+188
+149
+22
 89
-94
-8
+9
+38
+21
+160
+56
+107
+185
+105
 24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+48
+151
+172
+100
+12
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
diff --git a/tests/csv/stratkfold_glass_10_1.csv b/tests/csv/stratkfold_glass_10_1.csv
index 7ae5e0c..def88f6 100644
--- a/tests/csv/stratkfold_glass_10_1.csv
+++ b/tests/csv/stratkfold_glass_10_1.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
 178
+157
+191
+64
+92
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
diff --git a/tests/csv/stratkfold_glass_10_2.csv b/tests/csv/stratkfold_glass_10_2.csv
index 87f28f4..20878cd 100644
--- a/tests/csv/stratkfold_glass_10_2.csv
+++ b/tests/csv/stratkfold_glass_10_2.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
 48
-74
-166
-77
-79
-63
-66
-209
-31
-30
-204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
-146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
-104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
-65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
 151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-23
-91
-87
-158
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
+204
+146
+104
+54
+65
+178
+157
+191
+64
+92
+155
+184
+133
+207
+1
+188
 149
-49
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
 103
-96
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
 173
-84
-163
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
diff --git a/tests/csv/stratkfold_glass_10_3.csv b/tests/csv/stratkfold_glass_10_3.csv
index 1671806..4ef055e 100644
--- a/tests/csv/stratkfold_glass_10_3.csv
+++ b/tests/csv/stratkfold_glass_10_3.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+176
+57
+95
+129
+136
 47
-174
-58
-13
-59
-122
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
+178
+157
+191
+64
 92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
+155
+184
+133
+207
+1
+188
+149
+22
+89
 9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
 102
-115
-27
-109
+206
+103
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
+122
+86
+120
+164
+60
+198
+96
+8
+162
+163
diff --git a/tests/csv/stratkfold_glass_10_4.csv b/tests/csv/stratkfold_glass_10_4.csv
index f77e037..d7e1eb2 100644
--- a/tests/csv/stratkfold_glass_10_4.csv
+++ b/tests/csv/stratkfold_glass_10_4.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+191
+64
+92
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
-146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
-104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
-65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
+146
+104
+54
+65
+178
+157
diff --git a/tests/csv/stratkfold_glass_10_5.csv b/tests/csv/stratkfold_glass_10_5.csv
index 888b995..e2b229c 100644
--- a/tests/csv/stratkfold_glass_10_5.csv
+++ b/tests/csv/stratkfold_glass_10_5.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
-104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
-65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
+104
+54
+65
+178
+157
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
 206
+103
+46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+191
+64
+92
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
 107
-132
+185
 105
+24
diff --git a/tests/csv/stratkfold_glass_10_6.csv b/tests/csv/stratkfold_glass_10_6.csv
index d513388..010b90e 100644
--- a/tests/csv/stratkfold_glass_10_6.csv
+++ b/tests/csv/stratkfold_glass_10_6.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
-65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
+54
+65
+178
 157
+191
+64
+92
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
 18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
diff --git a/tests/csv/stratkfold_glass_10_7.csv b/tests/csv/stratkfold_glass_10_7.csv
index 3ad187a..e599fa9 100644
--- a/tests/csv/stratkfold_glass_10_7.csv
+++ b/tests/csv/stratkfold_glass_10_7.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
-92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
+178
+157
+191
+64
+92
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
 124
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
diff --git a/tests/csv/stratkfold_glass_10_8.csv b/tests/csv/stratkfold_glass_10_8.csv
index 6991e9a..a575c88 100644
--- a/tests/csv/stratkfold_glass_10_8.csv
+++ b/tests/csv/stratkfold_glass_10_8.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
-124
-151
-207
-76
-34
-161
+178
+157
+191
+64
 92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
-185
-46
+155
+184
 133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
+185
+105
+24
+141
+91
+69
 177
-201
-138
-121
-203
-88
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
+46
+186
+119
+140
+34
+174
+45
+125
 154
-29
+13
+144
+11
+145
 19
-167
-168
-106
-198
-17
-120
-212
+195
+97
+171
+43
+150
+127
+90
+18
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
 169
+113
 193
+124
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
 117
+126
 189
-143
diff --git a/tests/csv/stratkfold_glass_10_9.csv b/tests/csv/stratkfold_glass_10_9.csv
index 503b306..c99db18 100644
--- a/tests/csv/stratkfold_glass_10_9.csv
+++ b/tests/csv/stratkfold_glass_10_9.csv
@@ -1,205 +1,205 @@
-7
-141
-62
-135
-187
-55
-64
-14
-183
-68
-53
-98
-181
-85
-89
-94
-8
-24
-140
-190
-80
-40
-95
-35
-125
-182
-60
-97
-33
-170
-42
-41
-123
-56
-127
-175
-178
-23
-91
-87
-158
+48
+151
+172
+100
 12
-47
-174
-58
-13
-59
+79
+61
+82
+33
+131
+118
+110
+212
+68
+152
+111
+27
+115
+134
+84
+203
+74
+112
+35
+190
+52
+108
+44
+14
+137
+116
+30
+71
+15
+159
+41
+199
+132
+156
+175
+109
+50
+208
+142
+187
+40
+87
+83
+67
+209
+73
+167
+130
+53
+37
+123
+49
+211
+16
+94
+143
+2
+20
+0
+121
+80
+161
+63
+114
+78
+10
+197
 122
+86
+120
+164
+60
+198
+96
+8
+162
+163
+176
+57
+95
+129
+136
+47
+36
+29
+196
+17
+75
 99
 5
-200
-145
-149
-49
-103
-96
-173
-84
-163
-50
-108
-81
-61
-186
-142
-57
-44
-114
-152
-101
-11
-39
-144
-159
-171
-9
-102
-115
-27
-109
-48
-74
-166
-77
-79
-63
-66
-209
-31
-30
 204
-180
-164
-199
-210
-137
-22
-113
-162
-111
-134
-208
-100
-36
-155
-176
-2
-191
-202
-197
-160
-148
 146
-4
-75
-131
-206
-107
-132
-105
-69
-20
-165
-119
-45
-184
-128
-78
-82
-139
-110
-130
-196
-25
-153
-211
-26
-156
-54
 104
-157
-18
-52
-136
-205
-112
-83
-129
-172
-188
-1
-38
-10
-21
-116
-51
-195
-71
-147
+54
 65
-90
-16
-124
-133
-177
-201
-138
-121
-203
-88
-154
-29
-19
-167
-168
-106
-198
-17
-120
-212
-169
-193
-117
-189
-143
-151
-207
-76
-34
-161
+178
+157
+191
+64
 92
-0
-67
-6
-43
-15
-118
-37
-73
-86
-28
-150
-126
+155
+184
+133
+207
+1
+188
+149
+22
+89
+9
+38
+21
+160
+56
+107
 185
+105
+24
+141
+91
+69
+177
+158
+166
+81
+182
+58
+210
+98
+28
+25
+26
+101
+170
+51
+102
+206
+103
 46
+186
+119
+140
+34
+174
+45
+125
+154
+13
+144
+11
+145
+19
+195
+97
+171
+43
+150
+127
+90
+18
+135
+201
+7
+128
+77
+88
+66
+202
+42
+85
+168
+200
+180
+106
+39
+183
+173
+117
+126
+189
+165
+23
+138
+205
+62
+55
+76
+6
+31
+147
+4
+59
+181
+153
+139
+148
+169
+113
+193
+124
diff --git a/tests/csv/stratkfold_glass_3_0.csv b/tests/csv/stratkfold_glass_3_0.csv
index 55dd36e..af0138e 100644
--- a/tests/csv/stratkfold_glass_3_0.csv
+++ b/tests/csv/stratkfold_glass_3_0.csv
@@ -1,214 +1,214 @@
-81
-61
-186
-142
-57
-48
-74
-166
-77
-79
-63
-66
-208
-100
-36
-155
-176
-2
-191
-69
-20
-165
-119
-202
-78
-188
-154
-67
-13
-32
-194
-213
-144
-159
-171
-30
-204
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
-131
-139
-110
-130
-196
-25
-153
-211
-38
-162
-206
-107
-156
-54
-65
-90
-169
-193
-16
-134
-105
-157
-124
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
 0
-6
-1
-114
-29
-31
-179
-3
-192
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-198
-17
-120
-43
-15
-118
-37
-73
-86
-28
-9
-212
-147
-49
-26
-150
-126
-173
-132
-104
-185
-27
-117
-111
-175
-189
-46
-143
-18
-7
-141
-62
-135
-187
-55
-64
-140
-190
+121
 80
-40
+161
+63
+176
+57
 95
-35
-125
-23
-91
-87
-158
-12
+129
+136
 47
-174
-50
-108
-14
+36
+191
+64
+92
+155
+184
+133
+207
+141
+91
+69
+177
+76
+1
 182
+154
+202
+6
 58
-44
-209
-82
-72
+32
+3
 70
-93
-183
-68
-53
-98
-181
-85
-89
+120
+164
 60
-97
-33
-170
-42
-41
-123
-59
-122
+196
+17
+75
 99
 5
-200
-145
+204
+146
 149
-152
-101
-11
-39
 22
-94
-8
+89
+9
+38
+21
+160
+210
+98
+28
+25
+26
+101
+170
+144
+54
 56
-127
-103
-96
+107
 102
-115
-113
-24
+206
+150
+127
+173
+117
+175
 178
+105
+46
+18
+157
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+188
+13
+31
+14
+78
+209
+194
+72
+93
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+199
+169
+113
+162
+126
+115
+193
+103
+90
+185
+65
+189
+124
 84
+24
+48
+151
+172
+100
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+50
+208
+142
+187
+40
+87
+83
+2
+20
+82
+44
+67
+114
+29
+179
+192
+213
+33
+131
+118
+110
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+167
+130
+53
+37
+123
+49
+10
+197
+122
+86
+111
+27
+132
+156
+16
+94
+96
+8
+104
+134
 109
+143
 163
diff --git a/tests/csv/stratkfold_glass_3_1.csv b/tests/csv/stratkfold_glass_3_1.csv
index d2fce06..5014a7a 100644
--- a/tests/csv/stratkfold_glass_3_1.csv
+++ b/tests/csv/stratkfold_glass_3_1.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-23
-91
-87
-158
-12
-47
-174
-50
-108
-14
-182
-58
-44
-209
-82
-72
-70
-93
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-22
-94
-8
-56
-127
-103
-96
-102
-115
-113
-24
-178
-84
-109
-163
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-133
-177
-201
-138
-121
-203
-88
+48
 151
-207
-76
-34
-161
-92
-0
-6
-1
+172
+100
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+50
+208
+142
+187
+40
+87
+83
+2
+20
+82
+44
+67
 114
 29
-31
 179
-3
 192
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-198
-17
-120
-43
-15
-118
-37
-73
-86
-28
-9
-212
-147
-49
-26
-150
-126
-173
-132
-104
-185
-27
-117
-111
-175
-189
-46
-143
-18
-81
-61
-186
-142
-57
-48
-74
-166
-77
-79
-63
-66
-208
-100
-36
-155
-176
-2
-191
-69
-20
-165
-119
-202
-78
-188
-154
-67
-13
-32
-194
 213
-144
-159
-171
-30
-204
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
+33
 131
-139
+118
 110
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+167
 130
-196
-25
-153
-211
-38
-162
-206
-107
+53
+37
+123
+49
+10
+197
+122
+86
+111
+27
+132
 156
-54
-65
-90
-169
-193
 16
+94
+96
+8
+104
 134
-105
-157
+109
+143
+163
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+188
+13
+31
+14
+78
+209
+194
+72
+93
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+199
+169
+113
+162
+126
+115
+193
+103
+90
+185
+65
+189
 124
+84
+24
+0
+121
+80
+161
+63
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+141
+91
+69
+177
+76
+1
+182
+154
+202
+6
+58
+32
+3
+70
+120
+164
+60
+196
+17
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+25
+26
+101
+170
+144
+54
+56
+107
+102
+206
+150
+127
+173
+117
+175
+178
+105
+46
+18
+157
diff --git a/tests/csv/stratkfold_glass_3_2.csv b/tests/csv/stratkfold_glass_3_2.csv
index 3308915..291d980 100644
--- a/tests/csv/stratkfold_glass_3_2.csv
+++ b/tests/csv/stratkfold_glass_3_2.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-23
-91
-87
-158
-12
-47
-174
-50
-108
-14
-182
-58
-44
-209
-82
-72
-70
-93
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-22
-94
-8
-56
-127
-103
-96
-102
-115
-113
-24
-178
-84
-109
-163
-81
-61
-186
-142
-57
 48
-74
-166
-77
-79
-63
-66
-208
-100
-36
-155
-176
-2
-191
-69
-20
-165
-119
-202
-78
-188
-154
-67
-13
-32
-194
-213
-144
-159
-171
-30
-204
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
-131
-139
-110
-130
-196
-25
-153
-211
-38
-162
-206
-107
-156
-54
-65
-90
-169
-193
-16
-134
-105
-157
-124
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-133
-177
-201
-138
-121
-203
-88
 151
-207
-76
-34
-161
-92
-0
-6
-1
+172
+100
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+50
+208
+142
+187
+40
+87
+83
+2
+20
+82
+44
+67
 114
 29
-31
 179
-3
 192
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-198
-17
-120
-43
-15
+213
+33
+131
 118
-37
-73
-86
-28
-9
+110
 212
-147
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+167
+130
+53
+37
+123
 49
-26
-150
-126
-173
-132
-104
-185
-27
-117
+10
+197
+122
+86
 111
-175
-189
-46
+27
+132
+156
+16
+94
+96
+8
+104
+134
+109
 143
+163
+0
+121
+80
+161
+63
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+141
+91
+69
+177
+76
+1
+182
+154
+202
+6
+58
+32
+3
+70
+120
+164
+60
+196
+17
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+25
+26
+101
+170
+144
+54
+56
+107
+102
+206
+150
+127
+173
+117
+175
+178
+105
+46
 18
+157
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+188
+13
+31
+14
+78
+209
+194
+72
+93
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+199
+169
+113
+162
+126
+115
+193
+103
+90
+185
+65
+189
+124
+84
+24
diff --git a/tests/csv/stratkfold_glass_5_0.csv b/tests/csv/stratkfold_glass_5_0.csv
index 48d671b..d5c846b 100644
--- a/tests/csv/stratkfold_glass_5_0.csv
+++ b/tests/csv/stratkfold_glass_5_0.csv
@@ -1,214 +1,214 @@
-23
-91
-87
-158
-12
-47
-174
 50
-108
-81
-61
-186
-142
-57
-44
-209
-202
-70
-192
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-144
-159
-171
-30
-204
-96
-102
-115
-113
-162
-16
-84
-109
-48
-74
-166
-77
-79
-63
-66
 208
-100
-36
-155
-176
-2
-191
-78
-188
-154
-13
-93
-213
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
-131
-139
-110
-130
-206
-107
-156
-54
-65
-175
-134
-105
-163
-69
-20
-165
-119
-45
-184
-128
-52
-136
-205
-112
+142
+187
+40
+87
 83
-129
-172
-67
-6
-1
-32
-179
-196
-25
-153
-211
-38
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-90
-169
-193
-150
-126
-111
-157
-124
-143
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
+2
+20
 0
+121
+80
+161
+63
 114
 29
-31
-82
-194
-3
-198
-17
-120
-43
-15
-118
+1
+192
+93
+167
+130
+53
 37
-73
-86
-28
-9
-212
-147
+123
 49
-26
-22
-173
-132
+10
+197
+122
+86
+120
+164
+60
+196
+17
+94
+96
+8
 104
+54
 185
-27
+143
+163
+84
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+182
+154
+202
+209
+213
+194
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+56
+107
+102
+206
+150
+90
+178
+105
+24
+141
+91
+69
+177
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+6
+188
+13
+32
+25
+26
+101
+170
+144
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+199
+127
+173
 117
-189
+169
+113
 46
 18
-7
-141
-62
+157
 135
-187
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
 55
-64
-140
-190
-80
-40
-95
-35
-125
+76
+31
 14
-182
-58
-72
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
+78
+3
+70
+180
+106
+39
+147
+4
 59
-94
-8
-56
-127
+181
+153
+139
+148
+183
+43
+211
+198
+51
+162
+126
+115
+193
 103
-24
-178
+65
+189
+124
+48
+151
+172
+100
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+82
+44
+67
+58
+179
+72
+33
+131
+118
+110
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+111
+27
+132
+156
+16
+175
+134
+109
diff --git a/tests/csv/stratkfold_glass_5_1.csv b/tests/csv/stratkfold_glass_5_1.csv
index 4da8e71..dc5287d 100644
--- a/tests/csv/stratkfold_glass_5_1.csv
+++ b/tests/csv/stratkfold_glass_5_1.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-14
-182
-58
-72
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-94
-8
-56
-127
-103
-24
-178
 48
-74
-166
-77
-79
-63
-66
-208
+151
+172
 100
-36
-155
-176
-2
-191
-78
-188
-154
-13
-93
-213
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+82
+44
+67
+58
+179
+72
+33
 131
-139
+118
 110
-130
-206
-107
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+111
+27
+132
 156
-54
-65
+16
 175
 134
-105
-163
-69
-20
-165
-119
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-67
-6
-1
-32
-179
-196
-25
-153
-211
-38
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-90
-169
-193
-150
-126
-111
-157
-124
-143
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
-0
-114
-29
-31
-82
-194
-3
-198
-17
-120
-43
-15
-118
-37
-73
-86
-28
-9
-212
-147
-49
-26
-22
-173
-132
-104
-185
-27
-117
-189
-46
-18
-23
-91
-87
-158
-12
-47
-174
-50
-108
-81
-61
-186
-142
+109
+176
 57
-44
-209
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+182
+154
 202
-70
-192
-122
+209
+213
+194
+75
 99
 5
-200
-145
-149
-152
-101
-11
-39
-144
-159
-171
-30
 204
-96
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+56
+107
 102
-115
+206
+150
+90
+178
+105
+24
+141
+91
+69
+177
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+6
+188
+13
+32
+25
+26
+101
+170
+144
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+199
+127
+173
+117
+169
 113
+46
+18
+157
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+76
+31
+14
+78
+3
+70
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
 162
-16
+126
+115
+193
+103
+65
+189
+124
+50
+208
+142
+187
+40
+87
+83
+2
+20
+0
+121
+80
+161
+63
+114
+29
+1
+192
+93
+167
+130
+53
+37
+123
+49
+10
+197
+122
+86
+120
+164
+60
+196
+17
+94
+96
+8
+104
+54
+185
+143
+163
 84
-109
diff --git a/tests/csv/stratkfold_glass_5_2.csv b/tests/csv/stratkfold_glass_5_2.csv
index cfeeb2e..ff7ce4c 100644
--- a/tests/csv/stratkfold_glass_5_2.csv
+++ b/tests/csv/stratkfold_glass_5_2.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-14
-182
-58
-72
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-94
-8
-56
-127
-103
-24
-178
-23
-91
-87
-158
-12
-47
-174
-50
-108
-81
-61
-186
-142
-57
-44
-209
-202
-70
-192
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-144
-159
-171
-30
-204
-96
-102
-115
-113
-162
-16
-84
-109
-69
-20
-165
-119
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-67
-6
-1
-32
-179
-196
-25
-153
-211
-38
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-90
-169
-193
-150
-126
-111
-157
-124
-143
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
-0
-114
-29
-31
-82
-194
-3
-198
-17
-120
-43
-15
-118
-37
-73
-86
-28
-9
-212
-147
-49
-26
-22
-173
-132
-104
-185
-27
-117
-189
-46
-18
 48
-74
-166
-77
-79
-63
-66
-208
+151
+172
 100
-36
-155
-176
-2
-191
-78
-188
-154
-13
-93
-213
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+82
+44
+67
+58
+179
+72
+33
 131
-139
+118
 110
-130
-206
-107
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+111
+27
+132
 156
-54
-65
+16
 175
 134
-105
+109
+50
+208
+142
+187
+40
+87
+83
+2
+20
+0
+121
+80
+161
+63
+114
+29
+1
+192
+93
+167
+130
+53
+37
+123
+49
+10
+197
+122
+86
+120
+164
+60
+196
+17
+94
+96
+8
+104
+54
+185
+143
 163
+84
+141
+91
+69
+177
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+6
+188
+13
+32
+25
+26
+101
+170
+144
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+199
+127
+173
+117
+169
+113
+46
+18
+157
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+76
+31
+14
+78
+3
+70
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+162
+126
+115
+193
+103
+65
+189
+124
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+182
+154
+202
+209
+213
+194
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+56
+107
+102
+206
+150
+90
+178
+105
+24
diff --git a/tests/csv/stratkfold_glass_5_3.csv b/tests/csv/stratkfold_glass_5_3.csv
index 6822b6e..7691229 100644
--- a/tests/csv/stratkfold_glass_5_3.csv
+++ b/tests/csv/stratkfold_glass_5_3.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-14
-182
-58
-72
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-94
-8
-56
-127
-103
-24
-178
-23
-91
-87
-158
-12
-47
-174
-50
-108
-81
-61
-186
-142
-57
-44
-209
-202
-70
-192
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-144
-159
-171
-30
-204
-96
-102
-115
-113
-162
-16
-84
-109
 48
-74
-166
-77
-79
-63
-66
-208
+151
+172
 100
-36
-155
-176
-2
-191
-78
-188
-154
-13
-93
-213
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+82
+44
+67
+58
+179
+72
+33
 131
-139
+118
 110
-130
-206
-107
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+111
+27
+132
 156
-54
-65
+16
 175
 134
-105
-163
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
+109
+50
+208
+142
+187
+40
+87
+83
+2
+20
 0
+121
+80
+161
+63
 114
 29
-31
-82
-194
-3
-198
-17
-120
-43
-15
-118
+1
+192
+93
+167
+130
+53
 37
-73
-86
-28
-9
-212
-147
+123
 49
-26
-22
-173
-132
+10
+197
+122
+86
+120
+164
+60
+196
+17
+94
+96
+8
 104
+54
 185
-27
-117
+143
+163
+84
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+182
+154
+202
+209
+213
+194
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+56
+107
+102
+206
+150
+90
+178
+105
+24
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+76
+31
+14
+78
+3
+70
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+162
+126
+115
+193
+103
+65
 189
+124
+141
+91
+69
+177
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+6
+188
+13
+32
+25
+26
+101
+170
+144
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+199
+127
+173
+117
+169
+113
 46
 18
-69
-20
-165
-119
-45
-184
-128
-52
-136
-205
-112
-83
-129
-172
-67
-6
-1
-32
-179
-196
-25
-153
-211
-38
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-90
-169
-193
-150
-126
-111
 157
-124
-143
diff --git a/tests/csv/stratkfold_glass_5_4.csv b/tests/csv/stratkfold_glass_5_4.csv
index ba9cf5e..50c51e1 100644
--- a/tests/csv/stratkfold_glass_5_4.csv
+++ b/tests/csv/stratkfold_glass_5_4.csv
@@ -1,214 +1,214 @@
-7
-141
-62
-135
-187
-55
-64
-140
-190
-80
-40
-95
-35
-125
-14
-182
-58
-72
-183
-68
-53
-98
-181
-85
-89
-60
-97
-33
-170
-42
-41
-123
-59
-94
-8
-56
-127
-103
-24
-178
-23
-91
-87
-158
-12
-47
-174
-50
-108
-81
-61
-186
-142
-57
-44
-209
-202
-70
-192
-122
-99
-5
-200
-145
-149
-152
-101
-11
-39
-144
-159
-171
-30
-204
-96
-102
-115
-113
-162
-16
-84
-109
 48
-74
-166
-77
-79
-63
-66
-208
+151
+172
 100
-36
-155
-176
-2
-191
-78
-188
-154
-13
-93
-213
-180
-164
-199
-210
-137
-197
-160
-148
-146
-4
-75
+12
+79
+61
+203
+74
+112
+35
+190
+52
+108
+82
+44
+67
+58
+179
+72
+33
 131
-139
+118
 110
-130
-206
-107
+212
+68
+152
+137
+116
+30
+71
+15
+159
+41
+73
+111
+27
+132
 156
-54
-65
+16
 175
 134
-105
-163
-69
-20
-165
-119
-45
-184
-128
-52
-136
-205
-112
+109
+50
+208
+142
+187
+40
+87
 83
-129
-172
-67
-6
-1
-32
-179
-196
-25
-153
-211
-38
-10
-21
-116
-51
-195
-71
-19
-167
-168
-106
-90
-169
-193
-150
-126
-111
-157
-124
-143
-133
-177
-201
-138
-121
-203
-88
-151
-207
-76
-34
-161
-92
+2
+20
 0
+121
+80
+161
+63
 114
 29
-31
-82
-194
-3
-198
-17
-120
-43
-15
-118
+1
+192
+93
+167
+130
+53
 37
-73
-86
-28
-9
-212
-147
+123
 49
-26
-22
-173
-132
+10
+197
+122
+86
+120
+164
+60
+196
+17
+94
+96
+8
 104
+54
 185
-27
+143
+163
+84
+176
+57
+95
+129
+136
+47
+36
+191
+64
+92
+155
+184
+133
+207
+182
+154
+202
+209
+213
+194
+75
+99
+5
+204
+146
+149
+22
+89
+9
+38
+21
+160
+210
+98
+28
+56
+107
+102
+206
+150
+90
+178
+105
+24
+141
+91
+69
+177
+158
+166
+81
+186
+119
+140
+34
+174
+45
+125
+6
+188
+13
+32
+25
+26
+101
+170
+144
+11
+145
+19
+195
+97
+171
+42
+85
+168
+200
+199
+127
+173
 117
-189
+169
+113
 46
 18
+157
+135
+201
+7
+128
+77
+88
+66
+165
+23
+138
+205
+62
+55
+76
+31
+14
+78
+3
+70
+180
+106
+39
+147
+4
+59
+181
+153
+139
+148
+183
+43
+211
+198
+51
+162
+126
+115
+193
+103
+65
+189
+124
diff --git a/tests/csv/stratkfold_iris_10_0.csv b/tests/csv/stratkfold_iris_10_0.csv
index adeed89..a21218a 100644
--- a/tests/csv/stratkfold_iris_10_0.csv
+++ b/tests/csv/stratkfold_iris_10_0.csv
@@ -1,150 +1,150 @@
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
+26
 17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
-12
-35
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
+122
+143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
 123
-134
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+12
+38
+44
+35
+3
+79
+90
+73
+62
+65
+131
 100
+134
+121
+120
diff --git a/tests/csv/stratkfold_iris_10_1.csv b/tests/csv/stratkfold_iris_10_1.csv
index 2df276b..51c6750 100644
--- a/tests/csv/stratkfold_iris_10_1.csv
+++ b/tests/csv/stratkfold_iris_10_1.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
-23
-57
-77
-78
-63
-75
-111
-137
-115
-103
-110
-21
-42
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
+122
 143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
 127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+26
+17
+18
+23
+37
+51
+71
+81
+64
+80
+148
+140
+135
+111
+112
diff --git a/tests/csv/stratkfold_iris_10_2.csv b/tests/csv/stratkfold_iris_10_2.csv
index 2c4e005..4f73533 100644
--- a/tests/csv/stratkfold_iris_10_2.csv
+++ b/tests/csv/stratkfold_iris_10_2.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-14
-39
-9
+12
+38
+44
+35
 3
-36
-99
+79
+90
 73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
+23
+37
+51
+71
+81
+64
+80
+148
+140
+135
+111
+112
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
 55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
 66
 84
-121
+91
+87
+77
+139
+125
 146
 109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
+147
+43
 15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
+48
+32
+22
 93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
-12
-35
-23
-57
-77
-78
-63
-75
-111
-137
-115
+99
+72
+54
+50
+149
+126
 103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
 110
-21
-42
+137
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
 122
+143
+138
+129
diff --git a/tests/csv/stratkfold_iris_10_3.csv b/tests/csv/stratkfold_iris_10_3.csv
index 561017b..80464f1 100644
--- a/tests/csv/stratkfold_iris_10_3.csv
+++ b/tests/csv/stratkfold_iris_10_3.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
-53
-94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
-107
 14
-39
-9
-3
 36
-99
-73
+13
+53
+75
+59
+60
+94
+107
+122
+143
+138
+129
+29
+1
+4
+0
+39
 55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
 66
 84
-121
+91
+87
+77
+139
+125
 146
 109
-145
-138
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
diff --git a/tests/csv/stratkfold_iris_10_4.csv b/tests/csv/stratkfold_iris_10_4.csv
index 544223b..05e5641 100644
--- a/tests/csv/stratkfold_iris_10_4.csv
+++ b/tests/csv/stratkfold_iris_10_4.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
+122
+143
+138
 129
-142
-149
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
 124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
 125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
diff --git a/tests/csv/stratkfold_iris_10_5.csv b/tests/csv/stratkfold_iris_10_5.csv
index 740a192..2359ebc 100644
--- a/tests/csv/stratkfold_iris_10_5.csv
+++ b/tests/csv/stratkfold_iris_10_5.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
-17
-40
-15
-5
-33
-68
+122
+143
+138
+129
+24
+49
+21
+9
+30
 88
-97
+61
+89
+57
 98
-82
-139
-135
-120
-113
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
 144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
diff --git a/tests/csv/stratkfold_iris_10_6.csv b/tests/csv/stratkfold_iris_10_6.csv
index c1e3482..60f4723 100644
--- a/tests/csv/stratkfold_iris_10_6.csv
+++ b/tests/csv/stratkfold_iris_10_6.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-49
-13
 12
+38
+44
 35
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
+14
+36
+13
 53
-94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
-107
-6
-20
-47
-41
-8
-83
-93
+75
 59
-67
 60
-141
-106
-119
+94
+107
+122
+143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
 105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
 116
+132
diff --git a/tests/csv/stratkfold_iris_10_7.csv b/tests/csv/stratkfold_iris_10_7.csv
index 9a86389..f1293e4 100644
--- a/tests/csv/stratkfold_iris_10_7.csv
+++ b/tests/csv/stratkfold_iris_10_7.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
+12
 38
-0
-81
-76
+44
+35
+3
+79
+90
+73
 62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
+65
+131
+100
+134
+121
 120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-21
-42
+26
+17
+18
+23
+37
+51
+71
+81
+64
+80
+148
+140
+135
+111
+112
 7
 10
-26
-53
-94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
-107
-49
+14
+36
 13
-12
-35
-23
-57
-77
-78
-63
+53
 75
-111
-137
-115
+59
+60
+94
+107
+122
+143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
 103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
 110
+137
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
diff --git a/tests/csv/stratkfold_iris_10_8.csv b/tests/csv/stratkfold_iris_10_8.csv
index 95800ba..8dc8808 100644
--- a/tests/csv/stratkfold_iris_10_8.csv
+++ b/tests/csv/stratkfold_iris_10_8.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
-23
-57
-77
-78
-63
-75
-111
-137
-115
-103
-110
-30
-31
-28
-18
-37
-87
+3
+79
+90
+73
+62
 65
+131
+100
+134
+121
+120
+26
+17
+18
+23
+37
 51
-61
 71
-118
+81
+64
+80
+148
 140
-147
-133
-107
-21
-42
+135
+111
+112
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
+107
+122
+143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
 128
-148
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
diff --git a/tests/csv/stratkfold_iris_10_9.csv b/tests/csv/stratkfold_iris_10_9.csv
index c88b382..c057e15 100644
--- a/tests/csv/stratkfold_iris_10_9.csv
+++ b/tests/csv/stratkfold_iris_10_9.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-58
-74
-79
-95
-92
-101
-126
-123
-134
-100
-45
-4
-46
-43
-11
-64
-69
-89
-52
-54
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-91
-72
-56
-80
-86
-114
-136
-117
-131
-122
-14
-39
-9
-3
-36
-99
-73
-55
-66
-84
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-81
-76
-62
-85
-96
-129
-142
-149
-124
-125
-17
-40
-15
-5
-33
-68
-88
-97
-98
-82
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-83
-93
-59
-67
-60
-141
-106
-119
-105
-116
-49
-13
 12
+38
+44
 35
+3
+79
+90
+73
+62
+65
+131
+100
+134
+121
+120
+26
+17
+18
 23
-57
-77
-78
-63
-75
+37
+51
+71
+81
+64
+80
+148
+140
+135
 111
-137
-115
-103
-110
-21
-42
+112
 7
 10
-26
+14
+36
+13
 53
+75
+59
+60
 94
-70
-90
-50
-112
-108
-104
-128
-148
-30
-31
-28
-18
-37
-87
-65
-51
-61
-71
-118
-140
-147
-133
 107
+122
+143
+138
+129
+24
+49
+21
+9
+30
+88
+61
+89
+57
+98
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+55
+70
+68
+85
+52
+145
+141
+114
+142
+133
+27
+46
+19
+2
+16
+83
+69
+56
+95
+78
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+74
+76
+97
+92
+63
+144
+108
+101
+116
+132
+5
+20
+33
+47
+25
+66
+84
+91
+87
+77
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+93
+99
+72
+54
+50
+149
+126
+103
+127
+102
+41
+6
+40
+28
+31
+67
+86
+58
+96
+82
+136
+115
+119
+110
+137
diff --git a/tests/csv/stratkfold_iris_3_0.csv b/tests/csv/stratkfold_iris_3_0.csv
index c9ca2f3..bbbfba4 100644
--- a/tests/csv/stratkfold_iris_3_0.csv
+++ b/tests/csv/stratkfold_iris_3_0.csv
@@ -1,150 +1,150 @@
-39
+49
+21
 9
-3
-36
-34
-24
+30
+29
 1
-38
+4
 0
-17
-40
-15
-5
-33
-6
-20
-73
+39
+27
+46
+19
+2
+16
+34
+42
+28
+61
+89
+57
+98
 55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+74
+76
+82
+128
+117
+123
+130
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
+144
+108
+137
+45
+11
+8
+5
+20
+33
+47
+25
+43
+15
+48
+32
+22
+41
+6
+40
+31
+97
+92
+63
 66
 84
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-83
+91
+87
+77
 93
-61
+99
+72
+54
+50
+67
+86
+58
+96
+101
+116
+132
+139
+125
 146
 109
-145
-138
-129
-142
+147
 149
-124
-125
-139
-135
-120
-113
-144
-141
-106
-107
-47
-41
-8
-49
-13
+126
+103
+127
+102
+136
+115
+119
+110
 12
+38
+44
 35
+3
+26
+17
+18
 23
-21
-42
+37
 7
 10
-26
-30
-31
-28
-18
-59
-67
-60
-57
-77
-78
-63
-75
-53
-94
-70
+14
+36
+13
+24
+79
 90
-50
-87
+73
+62
 65
 51
-119
-105
-116
-111
-137
-115
-103
-110
-112
-108
-104
-128
-148
-118
-140
-147
-133
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-16
-44
-22
-27
-32
-14
-37
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-91
-72
-56
-80
-86
-99
 71
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-114
-136
-117
+81
+64
+80
+53
+75
+59
+60
+94
+88
 131
-122
+100
+134
 121
+120
+148
+140
+135
+111
+112
+107
+122
+143
+138
+129
+105
diff --git a/tests/csv/stratkfold_iris_3_1.csv b/tests/csv/stratkfold_iris_3_1.csv
index 47ef740..b702028 100644
--- a/tests/csv/stratkfold_iris_3_1.csv
+++ b/tests/csv/stratkfold_iris_3_1.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-16
-44
-22
-27
-32
-14
-37
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-91
-72
-56
-80
-86
-99
-71
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-114
-136
-117
-131
-122
-121
-47
-41
-8
-49
-13
 12
+38
+44
 35
+3
+26
+17
+18
 23
-21
-42
+37
 7
 10
-26
-30
-31
-28
-18
-59
-67
-60
-57
-77
-78
-63
-75
-53
-94
-70
+14
+36
+13
+24
+79
 90
-50
-87
+73
+62
 65
 51
-119
-105
-116
-111
-137
-115
-103
-110
-112
-108
-104
-128
-148
-118
-140
-147
-133
-39
-9
-3
-36
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
-6
-20
-73
-55
-66
-84
+71
 81
-76
-62
-85
-96
-68
+64
+80
+53
+75
+59
+60
+94
 88
-97
-98
-82
-83
-93
-61
-146
-109
-145
+131
+100
+134
+121
+120
+148
+140
+135
+111
+112
+107
+122
+143
 138
 129
-142
-149
-124
-125
+105
+45
+11
+8
+5
+20
+33
+47
+25
+43
+15
+48
+32
+22
+41
+6
+40
+31
+97
+92
+63
+66
+84
+91
+87
+77
+93
+99
+72
+54
+50
+67
+86
+58
+96
+101
+116
+132
 139
-135
-120
-113
-144
+125
+146
+109
+147
+149
+126
+103
+127
+102
+136
+115
+119
+110
+49
+21
+9
+30
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+34
+42
+28
+61
+89
+57
+98
+55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+74
+76
+82
+128
+117
+123
+130
+145
 141
+114
+142
+133
+124
+118
 106
-107
+113
+104
+144
+108
+137
diff --git a/tests/csv/stratkfold_iris_3_2.csv b/tests/csv/stratkfold_iris_3_2.csv
index 8bfac1b..828da00 100644
--- a/tests/csv/stratkfold_iris_3_2.csv
+++ b/tests/csv/stratkfold_iris_3_2.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-16
-44
-22
-27
-32
-14
-37
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-91
-72
-56
-80
-86
-99
-71
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-114
-136
-117
-131
-122
-121
-39
-9
-3
-36
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
-6
-20
-73
-55
-66
-84
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-83
-93
-61
-146
-109
-145
-138
-129
-142
-149
-124
-125
-139
-135
-120
-113
-144
-141
-106
-107
-47
-41
-8
-49
-13
 12
+38
+44
 35
+3
+26
+17
+18
 23
-21
-42
+37
 7
 10
-26
-30
-31
-28
-18
-59
-67
-60
-57
-77
-78
-63
-75
-53
-94
-70
+14
+36
+13
+24
+79
 90
-50
-87
+73
+62
 65
 51
-119
-105
-116
-111
-137
-115
-103
-110
-112
-108
-104
-128
+71
+81
+64
+80
+53
+75
+59
+60
+94
+88
+131
+100
+134
+121
+120
 148
-118
 140
-147
+135
+111
+112
+107
+122
+143
+138
+129
+105
+49
+21
+9
+30
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+34
+42
+28
+61
+89
+57
+98
+55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+74
+76
+82
+128
+117
+123
+130
+145
+141
+114
+142
 133
+124
+118
+106
+113
+104
+144
+108
+137
+45
+11
+8
+5
+20
+33
+47
+25
+43
+15
+48
+32
+22
+41
+6
+40
+31
+97
+92
+63
+66
+84
+91
+87
+77
+93
+99
+72
+54
+50
+67
+86
+58
+96
+101
+116
+132
+139
+125
+146
+109
+147
+149
+126
+103
+127
+102
+136
+115
+119
+110
diff --git a/tests/csv/stratkfold_iris_5_0.csv b/tests/csv/stratkfold_iris_5_0.csv
index 0e63ad6..8377ca1 100644
--- a/tests/csv/stratkfold_iris_5_0.csv
+++ b/tests/csv/stratkfold_iris_5_0.csv
@@ -1,150 +1,150 @@
-16
-44
-22
-27
-32
-14
-39
-9
-3
-36
-91
-72
-56
-80
-86
-99
-73
-55
-66
-84
-114
-136
-117
-131
-122
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-129
-142
-149
-124
-125
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-49
-13
-12
-35
-23
-83
-93
-59
-67
-60
-57
-77
-78
-63
-75
-141
-106
-119
-105
-116
-111
-137
-115
-103
-110
-21
-42
 7
 10
-26
+14
+36
+13
+24
+49
+21
+9
 30
-31
-28
-18
-37
 53
+75
+59
+60
 94
+88
+61
+89
+57
+98
+107
+122
+143
+138
+129
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+55
 70
-90
-50
+68
+85
+52
+83
+69
+56
+95
+78
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+5
+20
+33
+47
+25
+74
+76
+97
+92
+63
+66
+84
+91
 87
+77
+144
+108
+101
+116
+132
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+41
+6
+40
+28
+31
+93
+99
+72
+54
+50
+67
+86
+58
+96
+82
+149
+126
+103
+127
+102
+136
+115
+119
+110
+137
+12
+38
+44
+35
+3
+26
+17
+18
+23
+37
+79
+90
+73
+62
 65
 51
-61
 71
-112
-108
-104
-128
-148
-118
-140
-147
-133
-107
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-58
-74
-79
-95
-92
+81
 64
-69
-89
-52
-54
-101
-126
-123
-134
+80
+131
 100
-130
-132
-102
-143
-127
+134
+121
+120
+148
+140
+135
+111
+112
diff --git a/tests/csv/stratkfold_iris_5_1.csv b/tests/csv/stratkfold_iris_5_1.csv
index 5990a37..1c99e86 100644
--- a/tests/csv/stratkfold_iris_5_1.csv
+++ b/tests/csv/stratkfold_iris_5_1.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-129
-142
-149
-124
-125
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-49
-13
 12
+38
+44
 35
-23
-83
-93
-59
-67
-60
-57
-77
-78
-63
-75
-141
-106
-119
-105
-116
-111
-137
-115
-103
-110
-21
-42
-7
-10
+3
 26
-30
-31
-28
+17
 18
+23
 37
-53
-94
-70
+79
 90
-50
-87
+73
+62
 65
 51
-61
 71
-112
-108
-104
-128
-148
-118
-140
-147
-133
-107
-16
-44
-22
-27
-32
-14
-39
-9
-3
-36
-91
-72
-56
+81
+64
 80
-86
-99
-73
+131
+100
+134
+121
+120
+148
+140
+135
+111
+112
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
 55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+5
+20
+33
+47
+25
+74
+76
+97
+92
+63
 66
 84
-114
-136
-117
-131
-122
-121
+91
+87
+77
+144
+108
+101
+116
+132
+139
+125
 146
 109
-145
+147
+43
+15
+48
+32
+22
+41
+6
+40
+28
+31
+93
+99
+72
+54
+50
+67
+86
+58
+96
+82
+149
+126
+103
+127
+102
+136
+115
+119
+110
+137
+7
+10
+14
+36
+13
+24
+49
+21
+9
+30
+53
+75
+59
+60
+94
+88
+61
+89
+57
+98
+107
+122
+143
 138
+129
+105
+128
+117
+123
+130
diff --git a/tests/csv/stratkfold_iris_5_2.csv b/tests/csv/stratkfold_iris_5_2.csv
index 22d3fc4..32b064d 100644
--- a/tests/csv/stratkfold_iris_5_2.csv
+++ b/tests/csv/stratkfold_iris_5_2.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-14
-39
-9
-3
-36
-91
-72
-56
-80
-86
-99
-73
-55
-66
-84
-114
-136
-117
-131
-122
-121
-146
-109
-145
-138
-6
-20
-47
-41
-8
-49
-13
 12
+38
+44
 35
-23
-83
-93
-59
-67
-60
-57
-77
-78
-63
-75
-141
-106
-119
-105
-116
-111
-137
-115
-103
-110
-21
-42
-7
-10
+3
 26
-30
-31
-28
+17
 18
+23
 37
-53
-94
-70
+79
 90
-50
-87
+73
+62
 65
 51
-61
 71
-112
-108
-104
-128
-148
-118
-140
-147
-133
-107
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
 81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-129
-142
-149
-124
-125
-139
-135
+64
+80
+131
+100
+134
+121
 120
-113
+148
+140
+135
+111
+112
+7
+10
+14
+36
+13
+24
+49
+21
+9
+30
+53
+75
+59
+60
+94
+88
+61
+89
+57
+98
+107
+122
+143
+138
+129
+105
+128
+117
+123
+130
+34
+42
+45
+11
+8
+5
+20
+33
+47
+25
+74
+76
+97
+92
+63
+66
+84
+91
+87
+77
 144
+108
+101
+116
+132
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+41
+6
+40
+28
+31
+93
+99
+72
+54
+50
+67
+86
+58
+96
+82
+149
+126
+103
+127
+102
+136
+115
+119
+110
+137
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
diff --git a/tests/csv/stratkfold_iris_5_3.csv b/tests/csv/stratkfold_iris_5_3.csv
index ba395ae..cb7f381 100644
--- a/tests/csv/stratkfold_iris_5_3.csv
+++ b/tests/csv/stratkfold_iris_5_3.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-14
-39
-9
-3
-36
-91
-72
-56
-80
-86
-99
-73
-55
-66
-84
-114
-136
-117
-131
-122
-121
-146
-109
-145
-138
-34
-24
-1
+12
 38
-0
-17
-40
-15
-5
-33
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-129
-142
-149
-124
-125
-139
-135
-120
-113
-144
-21
-42
-7
-10
+44
+35
+3
 26
-30
-31
-28
+17
 18
+23
 37
-53
-94
-70
+79
 90
-50
-87
+73
+62
 65
 51
-61
 71
-112
-108
-104
-128
+81
+64
+80
+131
+100
+134
+121
+120
 148
-118
 140
-147
-133
-107
-6
-20
-47
-41
-8
-49
-13
-12
-35
-23
-83
-93
-59
-67
-60
-57
-77
-78
-63
-75
-141
-106
-119
-105
-116
+135
 111
-137
-115
+112
+7
+10
+14
+36
+13
+24
+49
+21
+9
+30
+53
+75
+59
+60
+94
+88
+61
+89
+57
+98
+107
+122
+143
+138
+129
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
+43
+15
+48
+32
+22
+41
+6
+40
+28
+31
+93
+99
+72
+54
+50
+67
+86
+58
+96
+82
+149
+126
 103
+127
+102
+136
+115
+119
 110
+137
+34
+42
+45
+11
+8
+5
+20
+33
+47
+25
+74
+76
+97
+92
+63
+66
+84
+91
+87
+77
+144
+108
+101
+116
+132
+139
+125
+146
+109
+147
diff --git a/tests/csv/stratkfold_iris_5_4.csv b/tests/csv/stratkfold_iris_5_4.csv
index c5bbb82..b586973 100644
--- a/tests/csv/stratkfold_iris_5_4.csv
+++ b/tests/csv/stratkfold_iris_5_4.csv
@@ -1,150 +1,150 @@
-2
-48
-29
-19
-25
-45
-4
-46
-43
-11
-58
-74
-79
-95
-92
-64
-69
-89
-52
-54
-101
-126
-123
-134
-100
-130
-132
-102
-143
-127
-16
-44
-22
-27
-32
-14
-39
-9
-3
-36
-91
-72
-56
-80
-86
-99
-73
-55
-66
-84
-114
-136
-117
-131
-122
-121
-146
-109
-145
-138
-34
-24
-1
-38
-0
-17
-40
-15
-5
-33
-81
-76
-62
-85
-96
-68
-88
-97
-98
-82
-129
-142
-149
-124
-125
-139
-135
-120
-113
-144
-6
-20
-47
-41
-8
-49
-13
 12
+38
+44
 35
-23
-83
-93
-59
-67
-60
-57
-77
-78
-63
-75
-141
-106
-119
-105
-116
-111
-137
-115
-103
-110
-21
-42
-7
-10
+3
 26
-30
-31
-28
+17
 18
+23
 37
-53
-94
-70
+79
 90
-50
-87
+73
+62
 65
 51
-61
 71
-112
-108
-104
-128
+81
+64
+80
+131
+100
+134
+121
+120
 148
-118
 140
-147
-133
+135
+111
+112
+7
+10
+14
+36
+13
+24
+49
+21
+9
+30
+53
+75
+59
+60
+94
+88
+61
+89
+57
+98
 107
+122
+143
+138
+129
+105
+128
+117
+123
+130
+29
+1
+4
+0
+39
+27
+46
+19
+2
+16
+55
+70
+68
+85
+52
+83
+69
+56
+95
+78
+145
+141
+114
+142
+133
+124
+118
+106
+113
+104
+34
+42
+45
+11
+8
+5
+20
+33
+47
+25
+74
+76
+97
+92
+63
+66
+84
+91
+87
+77
+144
+108
+101
+116
+132
+139
+125
+146
+109
+147
+43
+15
+48
+32
+22
+41
+6
+40
+28
+31
+93
+99
+72
+54
+50
+67
+86
+58
+96
+82
+149
+126
+103
+127
+102
+136
+115
+119
+110
+137