stree_datasets/var_selec/mutual.txt

* Process all datasets set with stree_default: tanveer norm: False std: False discretize: False store in: stree_default
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   18.78    9.88    5.90      nan±   nan 0.245543±0.0464 {"max_features": "sqrt", "splitter": "mutual"}
balloons                          16   4   2    4.72    2.86    2.78 0.556667±0.2941 0.023308±0.0061 {"max_features": "sqrt", "splitter": "mutual"}
breast-cancer-wisc-diag          569  30   2    6.34    3.66    3.50      nan±   nan 0.430762±0.0802 {"max_features": "sqrt", "splitter": "mutual"}
breast-cancer-wisc-prog          198  33   2    1.72    1.36    1.36 0.762179±0.0671 0.120269±0.0658 {"max_features": "sqrt", "splitter": "mutual"}
breast-cancer-wisc               699   9   2    5.80    3.40    3.36 0.959225±0.0146 0.160973±0.0173 {"max_features": "sqrt", "splitter": "mutual"}
breast-cancer                    286   9   2    6.16    3.56    3.42      nan±   nan 0.120529±0.0675 {"max_features": "sqrt", "splitter": "mutual"}
cardiotocography-10clases       2126  21  10   41.52   21.14    8.80      nan±   nan 4.291784±0.9832 {"max_features": "sqrt", "splitter": "mutual"}
cardiotocography-3clases        2126  21   3   20.88   10.90    6.00      nan±   nan 1.753567±0.2998 {"max_features": "sqrt", "splitter": "mutual"}
conn-bench-sonar-mines-rocks     208  60   2   13.18    7.08    4.66      nan±   nan 1.100981±0.3311 {"max_features": "sqrt", "splitter": "mutual"}
cylinder-bands                   512  35   2    4.52    2.76    2.68 0.663857±0.0371 0.371488±0.1522 {"max_features": "sqrt", "splitter": "mutual"}
dermatology                      366  34   6   18.40    9.70    6.74 0.958734±0.0242 1.247523±0.1460 {"max_features": "sqrt", "splitter": "mutual"}
echocardiogram                   131  10   2    3.04    2.02    2.02 0.855157±0.0627★0.054331±0.0037 {"max_features": "sqrt", "splitter": "mutual"}
fertility                        100   9   2    1.00    1.00    1.00 0.880000±0.0548✔0.023958±0.0005 {"max_features": "sqrt", "splitter": "mutual"}
haberman-survival                306   3   2    1.92    1.36    1.84      nan±   nan 0.022712±0.0142 {"max_features": "sqrt", "splitter": "mutual"}
heart-hungarian                  294  12   2    6.36    3.68    3.40 0.803746±0.0485 0.169912±0.0485 {"max_features": "sqrt", "splitter": "mutual"}
hepatitis                        155  19   2    4.26    2.62    2.38      nan±   nan 0.142915±0.1004 {"max_features": "sqrt", "splitter": "mutual"}
ilpd-indian-liver                583   9   2    1.00    1.00    1.00 0.713566±0.0380 0.043649±0.0004 {"max_features": "sqrt", "splitter": "mutual"}
ionosphere                       351  33   2    6.62    3.80    3.68      nan±   nan 0.466448±0.1268 {"max_features": "sqrt", "splitter": "mutual"}
iris                             150   4   3    5.00    3.00    3.00 0.955333±0.0295 0.049107±0.0024 {"max_features": "sqrt", "splitter": "mutual"}
led-display                     1000   7  10   24.68   12.82    6.04      nan±   nan 1.044809±0.1280 {"max_features": "sqrt", "splitter": "mutual"}
libras                           360  90  15   15.94    8.06    9.98      nan±   nan 8.281104±4.6799 {"max_features": "sqrt", "splitter": "mutual"}
low-res-spect                    531 100   9   21.02   10.82    7.50      nan±   nan 6.024114±1.7144 {"max_features": "sqrt", "splitter": "mutual"}
lymphography                     148  18   4    4.24    2.62    2.42 0.643057±0.1162 0.167933±0.1090 {"max_features": "sqrt", "splitter": "mutual"}
mammographic                     961   5   2    3.08    2.04    2.04 0.817276±0.0223 0.089525±0.0079 {"max_features": "sqrt", "splitter": "mutual"}
molec-biol-promoter              106  57   2   11.18    6.08    4.20      nan±   nan 0.644044±0.1524 {"max_features": "sqrt", "splitter": "mutual"}
musk-1                           476 166   2   15.04    8.02    5.06 0.739748±0.0490 4.129289±1.4282 {"max_features": "sqrt", "splitter": "mutual"}
oocytes_merluccius_nucleus_4d   1022  41   2    1.80    1.40    1.40 0.674751±0.0281 0.364508±0.1623 {"max_features": "sqrt", "splitter": "mutual"}
oocytes_merluccius_states_2f    1022  25   3   10.92    5.92    4.60      nan±   nan 0.913619±0.1786 {"max_features": "sqrt", "splitter": "mutual"}
oocytes_trisopterus_nucleus_2f   912  25   2    9.78    5.36    4.58      nan±   nan 0.707618±0.2738 {"max_features": "sqrt", "splitter": "mutual"}
oocytes_trisopterus_states_5b    912  32   3    6.88    3.92    3.96      nan±   nan 0.721912±0.1359 {"max_features": "sqrt", "splitter": "mutual"}
parkinsons                       195  22   2    6.04    3.52    3.40 0.865641±0.0472 0.213518±0.0403 {"max_features": "sqrt", "splitter": "mutual"}
pima                             768   8   2    3.36    2.18    2.18 0.755570±0.0261 0.117394±0.0156 {"max_features": "sqrt", "splitter": "mutual"}
pittsburg-bridges-MATERIAL       106   7   3    4.40    2.66    2.86      nan±   nan 0.074110±0.0169 {"max_features": "sqrt", "splitter": "mutual"}
pittsburg-bridges-REL-L          103   7   3    6.12    3.54    3.32      nan±   nan 0.109457±0.0349 {"max_features": "sqrt", "splitter": "mutual"}
pittsburg-bridges-SPAN            92   7   3    8.14    4.54    3.94      nan±   nan 0.135560±0.0421 {"max_features": "sqrt", "splitter": "mutual"}
pittsburg-bridges-T-OR-D         102   7   2    1.00    1.00    1.00 0.862810±0.0748★0.019329±0.0001 {"max_features": "sqrt", "splitter": "mutual"}
planning                         182  12   2    1.00    1.00    1.00 0.714369±0.0715✔0.034710±0.0002 {"max_features": "sqrt", "splitter": "mutual"}
post-operative                    90   8   3    1.24    1.10    1.20      nan±   nan 0.027981±0.0089 {"max_features": "sqrt", "splitter": "mutual"}
seeds                            210   7   3    8.16    4.58    4.12 0.889524±0.0525 0.141828±0.0168 {"max_features": "sqrt", "splitter": "mutual"}
statlog-australian-credit        690  14   2    1.00    1.00    1.00 0.678261±0.0390✔0.071697±0.0003 {"max_features": "sqrt", "splitter": "mutual"}
statlog-german-credit           1000  24   2    3.76    2.38    2.30 0.711400±0.0328 0.342081±0.1674 {"max_features": "sqrt", "splitter": "mutual"}
statlog-heart                    270  13   2    5.72    3.36    3.18 0.777037±0.0473 0.166096±0.0521 {"max_features": "sqrt", "splitter": "mutual"}
statlog-image                   2310  18   7   33.72   17.26    8.90      nan±   nan 2.417959±0.5281 {"max_features": "sqrt", "splitter": "mutual"}
statlog-vehicle                  846  18   4   29.76   15.30    7.76      nan±   nan 1.547166±0.3663 {"max_features": "sqrt", "splitter": "mutual"}
synthetic-control                600  60   6   23.36   12.18    5.90 0.949500±0.0215✔2.589102±0.3268 {"max_features": "sqrt", "splitter": "mutual"}
tic-tac-toe                      958   9   2   13.50    7.24    5.18      nan±   nan 0.299595±0.1276 {"max_features": "sqrt", "splitter": "mutual"}
vertebral-column-2clases         310   6   2    6.52    3.76    3.64 0.825484±0.0490 0.101406±0.0218 {"max_features": "sqrt", "splitter": "mutual"}
wine                             178  13   3    7.02    4.00    3.34      nan±   nan 0.172953±0.0325 {"max_features": "sqrt", "splitter": "mutual"}
zoo                              101  16   7   11.52    6.20    6.42      nan±   nan 0.392957±0.0539 {"max_features": "sqrt", "splitter": "mutual"}
★ .....:  2
✔ .....:  4
** Accuracy compared to stree_default (liblinear-ovr) .:     nan
Time:  0h 35m 59s