* Process all datasets set with wodt: tanveer norm: True std: False store in: wodt
5 Fold Cross Validation with 10 random seeds [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]

Dataset                        Samp  Var Cls Nodes   Leaves  Depth   Accuracy        Time            Parameters 
============================== ===== === === ======= ======= ======= =============== =============== ========== 
balance-scale                    625   4   3   83.32   42.16   12.84 0.910560±0.0309 0.213241±0.0229 {}
balloons                          16   4   2    6.28    3.64    3.62 0.626667±0.2341 0.006847±0.0029 {}
breast-cancer-wisc-diag          569  30   2   25.12   13.06    7.76 0.956771±0.0169 0.121486±0.0193 {}
breast-cancer-wisc-prog          198  33   2   41.16   21.08    9.26 0.687077±0.0646 0.100701±0.0093 {}
breast-cancer-wisc               699   9   2   36.80   18.90    9.74 0.949508±0.0170 0.132239±0.0172 {}
breast-cancer                    286   9   2  421.76  211.38   50.00 0.655433±0.0549 0.297464±0.0283 {}
cardiotocography-10clases       2126  21  10  999.16  500.08   50.00 0.750051±0.0238 2.374506±0.0904 {}
cardiotocography-3clases        2126  21   3  585.88  293.44   50.00 0.902258±0.0168 1.296542±0.1033 {}
conn-bench-sonar-mines-rocks     208  60   2   22.60   11.80    6.98 0.797154±0.0572 0.081785±0.0179 {}
cylinder-bands                   512  35   2  101.16   51.08   13.00 0.694540±0.0341 0.368123±0.0235 {}
dermatology                      366  34   6   18.68    9.84    7.56 0.958708±0.0227 0.085584±0.0092 {}
echocardiogram                   131  10   2   35.08   18.04   10.82 0.732877±0.0707 0.076211±0.0107 {}
fertility                        100   9   2   79.16   40.08   35.56 0.802000±0.0721 0.052551±0.0099 {}
haberman-survival                306   3   2  476.76  238.88   50.00 0.661687±0.0650 0.416460±0.0347 {}
heart-hungarian                  294  12   2   73.40   37.20   12.30 0.748276±0.0493 0.200491±0.0231 {}
hepatitis                        155  19   2   22.68   11.84    6.88 0.787742±0.0866 0.051876±0.0069 {}
ilpd-indian-liver                583   9   2  647.04  324.02   50.00 0.671552±0.0427 0.739467±0.0408 {}
ionosphere                       351  33   2   32.56   16.78   10.42 0.888109±0.0376 0.141458±0.0172 {}
iris                             150   4   3   16.60    8.80    7.38 0.944000±0.0356 0.042543±0.0086 {}
led-display                     1000   7  10 4097.88 2049.44   50.00 0.701500±0.0296 1.791053±0.0440 {}
libras                           360  90  15  131.72   66.36   12.58 0.776111±0.0520 0.366388±0.0210 {}
low-res-spect                    531 100   9   93.12   47.06   10.98 0.857041±0.0340 0.338883±0.0254 {}
lymphography                     148  18   4   22.24   11.62    7.34 0.809448±0.0812 0.056767±0.0077 {}
mammographic                     961   5   2 2107.80 1054.40   50.00 0.780642±0.0237 1.132076±0.0751 {}
molec-biol-promoter              106  57   2    6.44    3.72    3.30 0.801991±0.0839 0.014979±0.0038 {}
musk-1                           476 166   2   55.04   28.02    9.70 0.841805±0.0389 0.215234±0.0144 {}
oocytes_merluccius_nucleus_4d   1022  41   2  370.00  185.50   19.66 0.714376±0.0312 1.077881±0.0481 {}
oocytes_merluccius_states_2f    1022  25   3  122.72   61.86   14.18 0.899119±0.0184 0.457976±0.0311 {}
oocytes_trisopterus_nucleus_2f   912  25   2  296.64  148.82   20.32 0.730262±0.0295 0.934357±0.0457 {}
oocytes_trisopterus_states_5b    912  32   3  154.44   77.72   16.40 0.877519±0.0246 0.630503±0.0425 {}
parkinsons                       195  22   2   22.16   11.58    8.50 0.901026±0.0481 0.059292±0.0106 {}
pima                             768   8   2  253.52  127.26   18.34 0.698936±0.0323 0.687659±0.0347 {}
pittsburg-bridges-MATERIAL       106   7   3   77.20   39.10   32.76 0.817576±0.0765 0.062736±0.0124 {}
pittsburg-bridges-REL-L          103   7   3  118.08   59.54   36.44 0.607714±0.1017 0.122974±0.0134 {}
pittsburg-bridges-SPAN            92   7   3  157.24   79.12   47.66 0.592164±0.0960 0.111804±0.0128 {}
pittsburg-bridges-T-OR-D         102   7   2   79.88   40.44   34.28 0.832476±0.0617 0.059392±0.0109 {}
planning                         182  12   2   77.76   39.38   14.24 0.564264±0.0842 0.172939±0.0226 {}
post-operative                    90   8   3  362.16  181.58   50.00 0.554444±0.0933 0.143436±0.0215 {}
seeds                            210   7   3   25.12   13.06    6.88 0.922381±0.0436 0.069630±0.0090 {}
statlog-australian-credit        690  14   2  441.88  221.44   48.14 0.562464±0.0418 0.808171±0.0531 {}
statlog-german-credit           1000  24   2  198.88   99.94   16.42 0.687700±0.0313 0.611791±0.0387 {}
statlog-heart                    270  13   2   48.56   24.78    9.70 0.767407±0.0485 0.124753±0.0100 {}
statlog-image                   2310  18   7  320.24  160.62   43.02 0.946277±0.0100 1.194830±0.0732 {}
statlog-vehicle                  846  18   4  258.44  129.72   16.06 0.705572±0.0358 0.727074±0.0382 {}
synthetic-control                600  60   6   26.92   13.96    6.72 0.950000±0.0199 0.169909±0.0171 {}
tic-tac-toe                      958   9   2   87.32   44.16   13.62 0.918040±0.0266 0.367853±0.0372 {}
vertebral-column-2clases         310   6   2  104.68   52.84   22.92 0.801935±0.0501 0.214854±0.0190 {}
wine                             178  13   3    8.08    4.54    3.88 0.971921±0.0292 0.029171±0.0059 {}
zoo                              101  16   7   16.52    8.76    6.00 0.939381±0.0513 0.033759±0.0041 {}
Time:  0h 16m 29s