Commit Inicial

2025-08-18 17:06:02 +00:00 · 2020-11-20 11:23:40 +01:00
commit 5611e5bc01
2914 changed files with 2625178 additions and 0 deletions
--- a/data/tanveer/statlog-australian-credit/australian.dat
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--- a/data/tanveer/statlog-australian-credit/australian.doc
+++ b/data/tanveer/statlog-australian-credit/australian.doc
@@ -0,0 +1,90 @@
+Description of the Dataset:
+
+THIS CREDIT DATA ORIGINATES FROM QUINLAN (see below).   
+
+1. Title: Australian Credit Approval
+
+2. Sources: 
+    (confidential)
+    Submitted by quinlan@cs.su.oz.au
+
+3.  Past Usage:
+
+    See Quinlan,
+    * "Simplifying decision trees", Int J Man-Machine Studies 27,
+      Dec 1987, pp. 221-234.
+    * "C4.5: Programs for Machine Learning", Morgan Kaufmann, Oct 1992
+  
+4.  Relevant Information:
+
+    This file concerns credit card applications.  All attribute names
+    and values have been changed to meaningless symbols to protect
+    confidentiality of the data.
+  
+    This dataset is interesting because there is a good mix of
+    attributes -- continuous, nominal with small numbers of
+    values, and nominal with larger numbers of values.  There
+    are also a few missing values.
+  
+5.  Number of Instances: 690
+
+6.  Number of Attributes: 14 + class attribute
+
+7.  Attribute Information:   THERE ARE 6 NUMERICAL AND 8 CATEGORICAL ATTRIBUTES.
+ 
+                             THE LABELS HAVE BEEN CHANGED FOR THE CONVENIENCE
+                             OF THE STATISTICAL ALGORITHMS.   FOR EXAMPLE,
+                             ATTRIBUTE 4 ORIGINALLY HAD 3 LABELS p,g,gg AND
+                             THESE HAVE BEEN CHANGED TO LABELS 1,2,3.
+                             
+
+    A1:	0,1    CATEGORICAL
+        a,b
+    A2:	continuous.
+    A3:	continuous.
+    A4:	1,2,3         CATEGORICAL
+        p,g,gg
+    A5:  1, 2,3,4,5, 6,7,8,9,10,11,12,13,14    CATEGORICAL
+         ff,d,i,k,j,aa,m,c,w, e, q, r,cc, x 
+         
+    A6:	 1, 2,3, 4,5,6,7,8,9    CATEGORICAL
+        ff,dd,j,bb,v,n,o,h,z 
+
+    A7:	continuous.
+    A8:	1, 0       CATEGORICAL
+        t, f.
+    A9: 1, 0	    CATEGORICAL
+        t, f.
+    A10:	continuous.
+    A11:  1, 0	    CATEGORICAL
+          t, f.
+    A12:    1, 2, 3    CATEGORICAL
+            s, g, p 
+    A13:	continuous.
+    A14:	continuous.
+    A15:   1,2
+           +,-         (class attribute)
+
+8.  Missing Attribute Values:
+    37 cases (5%) HAD one or more missing values.  The missing
+    values from particular attributes WERE:
+
+    A1:  12
+    A2:  12
+    A4:   6
+    A5:   6
+    A6:   9
+    A7:   9
+    A14: 13
+    
+    THESE WERE REPLACED BY THE MODE OF THE ATTRIBUTE (CATEGORICAL)
+                               MEAN OF THE ATTRIBUTE (CONTINUOUS)
+                           
+9.  Class Distribution
+  
+    +: 307 (44.5%)    CLASS 2
+    -: 383 (55.5%)    CLASS 1
+
+
+10.  There is no cost matrix.
+
--- a/data/tanveer/statlog-australian-credit/conxuntos.dat
+++ b/data/tanveer/statlog-australian-credit/conxuntos.dat
@@ -0,0 +1,2 @@
+203 587 71 306 188 9 236 1 176 147 540 229 100 397 513 7 342 582 86 311 347 658 87 94 416 263 336 577 262 616 556 291 265 529 21 313 373 220 617 122 215 576 174 466 230 234 296 304 522 45 327 161 378 240 48 181 141 457 519 464 527 38 330 130 171 270 149 177 392 668 566 575 350 506 535 674 449 49 370 96 365 133 348 626 346 565 400 19 667 123 480 384 63 82 568 210 368 105 682 200 128 578 393 39 483 3 517 452 5 528 560 78 120 295 421 44 278 162 474 472 593 223 322 74 355 266 148 302 4 121 408 227 571 505 424 89 23 627 315 332 206 90 406 279 252 73 647 563 261 436 678 103 152 300 546 594 325 547 492 212 360 224 29 36 143 580 286 114 371 158 625 333 132 372 194 583 331 264 305 686 451 299 633 136 309 488 288 41 257 649 500 178 83 501 95 659 502 248 272 623 150 533 445 639 584 467 510 260 526 267 458 35 62 69 684 602 512 134 320 274 518 138 652 543 159 190 645 0 127 186 284 427 156 175 324 13 433 142 601 494 681 491 417 52 544 509 259 11 656 14 119 226 282 6 507 352 187 439 391 16 665 107 398 685 42 54 255 442 76 374 476 68 222 358 598 481 184 193 341 303 293 455 323 490 635 537 353 168 8 422 520 101 463 53 253 51 388 125 343 183 410 359 597 111 297 85 550 450 218 551 169 285 93 385 364 290 465 97 335 32 329 539 664 84 613 34 429 30 91 163 351 243 281 586 381 383 634 312 112 508 356 27 88 379 435 
+57 676 113 318 189 31 207 214 79 430 604 124 655 245 498 405 478 66 411 646 170 61 428 414 573 670 116 338 144 608 683 419 198 663 493 316 605 412 389 308 131 521 81 273 145 477 603 497 363 548 495 319 454 552 688 516 235 399 672 46 276 386 237 317 98 538 64 461 345 99 396 621 515 415 600 641 418 423 554 126 108 246 394 192 407 289 622 362 572 167 201 28 334 632 361 196 523 628 531 375 17 254 661 139 432 204 469 2 135 687 20 258 191 579 277 75 541 72 592 553 298 219 250 301 340 26 213 545 328 615 294 610 612 443 344 446 117 642 679 58 172 559 530 115 40 77 47 404 402 249 256 471 280 251 292 37 247 558 484 314 596 349 180 606 205 339 585 164 50 165 56 310 620 475 202 438 567 574 468 619 532 80 650 657 242 106 166 154 448 651 129 239 275 241 326 485 153 25 216 599 195 434 420 662 173 197 503 337 569 489 536 269 380 283 549 673 562 244 146 92 179 413 644 232 462 221 102 409 624 65 470 677 377 564 59 268 680 208 629 638 499 104 151 271 636 473 534 440 426 185 591 211 675 110 637 589 525 630 182 137 231 60 643 376 607 140 431 369 33 425 160 524 588 590 561 640 228 453 648 225 609 654 395 217 238 460 18 581 118 595 660 444 233 618 307 209 10 366 611 15 669 155 55 390 447 367 482 542 570 486 403 401 496 671 199 43 666 321 437 555 24 354 514 511 357 487 631 67 287 109 22 504 387 614 557 459 70 12 479 157 456 653 382 441 689 
--- a/data/tanveer/statlog-australian-credit/conxuntos_kfold.dat
+++ b/data/tanveer/statlog-australian-credit/conxuntos_kfold.dat
@@ -0,0 +1,8 @@
+457 113 81 188 204 529 392 100 86 71 621 466 573 515 139 428 418 39 167 552 122 416 394 396 556 516 342 147 384 519 96 177 318 683 521 361 270 9 7 135 1 192 477 124 207 464 411 265 667 200 655 454 105 495 276 513 600 375 632 66 308 368 215 540 682 522 400 568 210 98 79 245 523 531 575 319 45 528 174 622 498 181 687 145 432 362 414 317 346 393 452 201 347 291 483 316 144 674 578 661 229 478 663 378 38 538 327 676 2 3 170 605 405 116 370 338 480 587 171 304 87 350 273 48 412 560 554 196 399 628 128 548 626 203 415 28 19 141 527 94 535 214 658 616 63 133 246 237 407 235 82 57 99 386 461 149 517 493 189 126 108 672 608 363 46 254 469 372 233 253 349 364 312 282 333 29 387 459 84 482 85 272 219 321 54 607 376 125 212 110 4 403 278 260 656 239 657 448 11 413 447 680 475 109 62 55 635 107 14 494 351 232 299 95 596 644 301 60 186 26 242 435 558 530 445 52 134 307 401 639 102 652 80 148 463 472 67 630 180 83 154 450 441 244 561 433 293 314 581 106 331 218 388 665 488 664 152 579 281 228 484 199 264 104 111 422 367 72 257 442 179 158 183 629 117 12 473 625 59 213 305 431 267 295 166 150 390 681 460 490 224 129 638 426 303 624 524 496 325 250 157 643 0 631 653 502 404 501 93 509 569 437 563 602 332 142 78 190 238 660 50 51 140 340 35 247 470 163 471 202 443 586 269 645 634 512 562 120 23 594 570 377 537 223 546 474 357 686 182 277 505 444 532 8 468 588 32 36 451 156 420 592 574 103 619 355 551 341 343 10 545 184 266 371 97 216 614 612 685 618 283 417 69 160 258 642 615 492 458 550 344 406 409 115 193 162 56 47 70 275 173 640 609 479 424 557 211 251 610 398 467 159 455 53 329 261 547 486 172 571 659 75 434 169 227 536 491 595 309 647 208 187 666 549 520 90 194 429 465 601 453 353 539 679 217 650 508 206 146 583 446 559 354 136 425 421 249 285 584 77 476 510 195 427 636 40 675 27 374 649 25 620 580 320 73 395 41 226 383 352 151 335 356 511 22 489 627 153 137 366 127 518 15 256 119 287 514 118 669 114 499 380 279 89 6 168 298 241 533 286 526 525 91 121 673 534 654 101 
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+71 688 540 94 64 430 361 655 538 423 1 49 82 370 407 318 330 646 528 454 210 229 566 600 641 605 523 273 668 39 342 100 196 144 7 192 373 230 296 365 79 396 98 667 336 556 235 375 28 663 469 19 393 124 2 344 103 545 212 16 93 574 290 596 633 314 305 249 636 669 353 664 129 597 120 112 615 614 409 134 30 435 618 307 202 440 261 267 487 332 44 543 125 589 570 62 501 369 297 500 80 482 287 298 429 673 312 47 137 530 264 148 278 341 459 558 377 194 258 221 27 584 340 599 253 662 402 324 168 164 217 593 152 279 366 460 511 328 320 494 417 50 67 199 349 205 115 239 376 684 43 310 259 401 266 606 146 75 579 525 42 526 484 339 36 153 232 155 178 630 136 689 
--- a/data/tanveer/statlog-australian-credit/le_datos.m
+++ b/data/tanveer/statlog-australian-credit/le_datos.m
@@ -0,0 +1,23 @@
+printf('lendo problema %s ...\n', problema);
+
+n_entradas= 14; n_clases= 2; n_fich= 1; fich{1}= 'australian.dat'; n_patrons(1)= 690;
+
+n_max= max(n_patrons);
+x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
+
+n_patrons_total = sum(n_patrons); n_iter=0;
+
+for i_fich=1:n_fich
+  f=fopen(fich{i_fich}, 'r');
+  if -1==f
+	error('erro en fopen abrindo %s\n', fich{i_fich});
+  end
+  for i=1:n_patrons(i_fich)
+  	fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
+	cl(i_fich,i) = fscanf(f,'%i',1);  	% lectura da clase
+	for j = 1:n_entradas
+	  x(i_fich,i,j) = fscanf(f,'%g',1);
+	end	
+  end
+  fclose(f);
+end
--- a/data/tanveer/statlog-australian-credit/statlog-australian-credit.arff
+++ b/data/tanveer/statlog-australian-credit/statlog-australian-credit.arff
@@ -0,0 +1,707 @@
+@relation statlog-australian-credit
+@attribute 'f1' real
+@attribute 'f2' real
+@attribute 'f3' real
+@attribute 'f4' real
+@attribute 'f5' real
+@attribute 'f6' real
+@attribute 'f7' real
+@attribute 'f8' real
+@attribute 'f9' real
+@attribute 'f10' real
+@attribute 'f11' real
+@attribute 'f12' real
+@attribute 'f13' real
+@attribute 'f14' real
+@attribute 'clase' {0,1}
+@data
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--- a/data/tanveer/statlog-australian-credit/statlog-australian-credit.cost
+++ b/data/tanveer/statlog-australian-credit/statlog-australian-credit.cost
@@ -0,0 +1,5 @@
+% Rows	Columns
+2	2
+% Matrix elements
+ 0.0	 1.0	
+ 1.0	 0.0	
--- a/data/tanveer/statlog-australian-credit/statlog-australian-credit.txt
+++ b/data/tanveer/statlog-australian-credit/statlog-australian-credit.txt
@@ -0,0 +1,8 @@
+n_entradas= 14
+n_clases= 2
+n_arquivos= 1
+fich1= statlog-australian-credit_R.dat
+n_patrons1= 690
+n_patrons_entrena= 345
+n_patrons_valida= 345
+n_conxuntos= 1
--- a/data/tanveer/statlog-australian-credit/statlog-australian-credit_R.dat
+++ b/data/tanveer/statlog-australian-credit/statlog-australian-credit_R.dat
@@ -0,0 +1,691 @@
+	f1	f2	f3	f4	f5	f6	f7	f8	f9	f10	f11	f12	f13	f14	clase
+1	-0.800471	1.34613	0.542556	-0.915618	-0.347713	-0.190767	-1.04674	-0.86357	-0.493529	1.08712	0.237655	-0.488004	0.0373533	-0.894654	1
+2	-0.750696	0.450221	0.542556	0.170375	-0.347713	-0.61509	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.13949	-0.195272	-0.894654	0
+3	-0.167735	-0.604384	-1.78269	-0.915618	-0.347713	-0.290872	-1.04674	-0.86357	-0.493529	1.08712	0.237655	0.557539	-0.195272	-0.894654	0
+4	-0.835061	1.35417	-1.78269	-0.64412	-0.849641	-0.664395	0.953958	1.15631	1.76848	1.08712	0.237655	-1.06886	-0.195272	1.11613	0
+5	-0.961608	0.685248	0.542556	-0.372622	-0.347713	-0.0787105	0.953958	1.15631	2.38539	-0.918529	0.237655	-0.720347	-0.164946	1.11613	1
+6	-1.32775	-0.838407	0.542556	0.170375	1.66	-0.216167	0.953958	1.15631	-0.0822548	-0.918529	0.237655	-0.488004	-0.195272	1.11613	0
+7	-1.19361	0.349783	0.542556	-1.18712	-0.347713	-0.627042	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.720347	-0.176078	-0.894654	1
+8	2.28644	-0.060007	0.542556	0.98487	1.66	0.244013	0.953958	1.15631	0.740293	-0.918529	0.237655	-0.819093	-0.0877882	1.11613	0
+9	-0.315373	-0.755042	-1.78269	-1.45861	1.66	0.232061	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.0465528	-0.0922027	-0.894654	1
+10	2.04009	0.466292	0.542556	-0.915618	1.66	1.35263	0.953958	1.15631	0.123382	1.08712	0.237655	-0.488004	-0.185675	-0.894654	0
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+12	0.831146	0.0484667	0.542556	0.98487	1.66	0.829698	0.953958	1.15631	0.740293	1.08712	0.237655	1.66117	-0.195272	1.11613	1
+13	-0.919426	-0.704823	-1.78269	0.170375	1.66	-0.253519	0.953958	1.15631	0.123382	1.08712	0.237655	-0.255661	-0.154965	-0.894654	1
+14	0.282774	0.0484667	0.542556	1.79936	1.66	1.57674	0.953958	1.15631	0.740293	1.08712	0.237655	-1.06886	-0.00333688	1.11613	1
+15	2.27885	-0.411542	0.542556	0.170375	-0.347713	0.0572519	-1.04674	-0.86357	-0.493529	1.08712	0.237655	0.789882	-0.195272	-0.894654	1
+16	1.39302	0.257379	0.542556	-0.915618	-0.347713	-0.652442	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-1.06886	0.321033	1.11613	1
+17	-0.167735	-0.0519719	0.542556	0.441873	-0.347713	1.57674	0.953958	1.15631	-0.0822548	1.08712	0.237655	0.847968	-0.195272	1.11613	1
+18	-1.06706	0.851976	0.542556	-0.372622	-0.347713	-0.440281	0.953958	1.15631	-0.0822548	-0.918529	0.237655	-0.557707	-0.0818382	1.11613	0
+19	-0.97595	-0.704823	-1.78269	-0.915618	-0.347713	-0.627042	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.255661	-0.194504	-0.894654	1
+20	-0.771787	0.18205	0.542556	0.98487	-0.347713	0.108051	0.953958	1.15631	0.94593	-0.918529	0.237655	-0.319556	0.42986	1.11613	0
+21	-0.286689	-0.838407	0.542556	-0.372622	-0.347713	-0.652442	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	0.441367	-0.00256914	-0.894654	0
+22	-1.04597	-0.838407	-1.78269	-0.372622	-0.347713	-0.489586	0.953958	-0.86357	-0.493529	1.08712	0.237655	-0.13949	-0.195272	-0.894654	0
+23	0.810055	-0.687749	0.542556	-1.45861	-0.347713	-0.61509	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.0930214	-0.195272	-0.894654	1
+24	0.844644	-0.604384	0.542556	-0.915618	-0.347713	-0.601643	0.953958	-0.86357	-0.493529	-0.918529	0.237655	-0.13949	-0.195272	-0.894654	1
+25	-1.01813	0.969489	0.542556	-0.372622	-0.347713	-0.428328	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	-0.604176	-0.128095	-0.894654	1
+26	0.0997022	-0.654604	0.542556	1.52787	1.66	0.979107	0.953958	1.15631	0.123382	1.08712	0.237655	-1.06886	-0.195272	1.11613	1
+27	-0.765038	-0.93081	-1.78269	-0.915618	-0.347713	-0.627042	-1.04674	-0.86357	-0.493529	-0.918529	0.237655	0.092853	-0.181836	-0.894654	1
+28	0.135135	-0.345253	-1.78269	0.170375	1.66	-0.054805	0.953958	1.15631	-0.287892	1.08712	0.237655	-0.0233185	3.26474	1.11613	1
+29	-0.0757768	1.45461	0.542556	0.170375	-0.347713	-0.0667578	0.953958	1.15631	-0.287892	-0.918529	0.237655	0.209025	-0.191625	1.11613	0
+30	-0.716106	-0.453727	0.542556	0.170375	-0.347713	-0.340177	0.953958	1.15631	1.76848	1.08712	0.237655	-0.720347	0.223914	1.11613	1
+31	-0.385396	-0.805262	0.542556	0.170375	1.66	0.605584	0.953958	1.15631	0.123382	1.08712	0.237655	0.743413	-0.166481	1.11613	1
+32	-0.940517	1.15329	-1.78269	1.79936	1.66	-0.664395	-1.04674	-0.86357	-0.493529	1.08712	0.237655	-0.174341	-0.18913	-0.894654	0
+33	1.75157	-0.679713	-1.78269	0.170375	1.66	2.16243	0.953958	-0.86357	-0.493529	1.08712	0.237655	0.092853	-0.176078	-0.894654	1
+34	-0.716106	1.35417	0.542556	0.441873	1.66	-0.0294055	0.953958	1.15631	1.76848	1.08712	0.237655	0.615625	-0.140762	1.11613	1
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