7920829
3886
Benjamin Strang
3889
Supervised Classification
7122
sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)
5952510
memory
null
7122
axis
0
7123
copy
true
7123
missing_values
"NaN"
7123
strategy
"mean"
7123
verbose
0
7123
class_weight
null
7124
criterion
"gini"
7124
max_depth
null
7124
max_features
null
7124
max_leaf_nodes
null
7124
min_impurity_decrease
0.0
7124
min_impurity_split
null
7124
min_samples_leaf
1
7124
min_samples_split
2
7124
min_weight_fraction_leaf
0.0
7124
presort
false
7124
random_state
37814
7124
splitter
"best"
7124
openml-python
Sklearn_0.19.0.
1036
sylva_agnostic
https://www.openml.org/data/download/53919/sylva_agnostic.arff
-1
16764701
description
https://api.openml.org/data/download/16764701/description.xml
-1
16764702
predictions
https://api.openml.org/data/download/16764702/predictions.arff
area_under_roc_curve
0.9572673898364222 [0.957267,0.957267]
average_cost
0
f_measure
0.9900686127577156 [0.994707,0.919346]
kappa
0.9140527797855006
kb_relative_information_score
12622.931480995032
mean_absolute_error
0.009934004862799583
mean_prior_absolute_error
0.115575113423195
number_of_instances
14395 [13509,886]
precision
0.990071268936925 [0.994744,0.918828]
predictive_accuracy
0.9900659951372005
prior_entropy
0.333803365439968
recall
0.9900659951372004 [0.99467,0.919865]
relative_absolute_error
0.08595280219561445
root_mean_prior_squared_error
0.2403348808976432
root_mean_squared_error
0.09966947809033407
root_relative_squared_error
0.4147108306462703
total_cost
0
area_under_roc_curve
0.9637014612563312 [0.963701,0.963701]
area_under_roc_curve
0.974937416312511 [0.974937,0.974937]
area_under_roc_curve
0.918017448581575 [0.918017,0.918017]
area_under_roc_curve
0.9509851213000774 [0.950985,0.950985]
area_under_roc_curve
0.9644416537063681 [0.964442,0.964442]
area_under_roc_curve
0.9697404279658166 [0.96974,0.96974]
area_under_roc_curve
0.939480855931633 [0.939481,0.939481]
area_under_roc_curve
0.9526949734203619 [0.952695,0.952695]
area_under_roc_curve
0.9633184173339613 [0.963318,0.963318]
area_under_roc_curve
0.9753058676654184 [0.975306,0.975306]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.990995768286845 [0.995187,0.927374]
f_measure
0.9924201714206042 [0.995924,0.939227]
f_measure
0.9838117161696205 [0.991504,0.867052]
f_measure
0.9869075688174075 [0.99296,0.895028]
f_measure
0.9923409453679493 [0.99593,0.937853]
f_measure
0.9930507296733843 [0.996299,0.943182]
f_measure
0.9861014593467686 [0.992598,0.886364]
f_measure
0.990892628290099 [0.995194,0.924855]
f_measure
0.9909897961415821 [0.995187,0.926554]
f_measure
0.9930867610189951 [0.996294,0.944444]
kappa
0.9225614296351454
kappa
0.935152130481774
kappa
0.8585630829148299
kappa
0.8879900435594279
kappa
0.9337836933984351
kappa
0.9394808559316328
kappa
0.8789617118632667
kappa
0.9200511139507748
kappa
0.9217408038018897
kappa
0.9407384833334703
kb_relative_information_score
1283.1545623332154
kb_relative_information_score
1307.7944028749062
kb_relative_information_score
1159.9553596247526
kb_relative_information_score
1209.2350407081342
kb_relative_information_score
1307.7944028749073
kb_relative_information_score
1308.0692369650421
kb_relative_information_score
1184.870034256577
kb_relative_information_score
1271.1094761525032
kb_relative_information_score
1271.1094761525014
kb_relative_information_score
1319.8394890556206
mean_absolute_error
0.009027777777777777
mean_absolute_error
0.007638888888888889
mean_absolute_error
0.01597222222222222
mean_absolute_error
0.013194444444444444
mean_absolute_error
0.007638888888888889
mean_absolute_error
0.006949270326615705
mean_absolute_error
0.01389854065323141
mean_absolute_error
0.009034051424600417
mean_absolute_error
0.009034051424600417
mean_absolute_error
0.006949270326615705
mean_prior_absolute_error
0.11579992552460776
mean_prior_absolute_error
0.11579992552460776
mean_prior_absolute_error
0.11579992552460776
mean_prior_absolute_error
0.11579992552460776
mean_prior_absolute_error
0.11579992552460776
mean_prior_absolute_error
0.11522828548511889
mean_prior_absolute_error
0.11522828548511889
mean_prior_absolute_error
0.11522828548511889
mean_prior_absolute_error
0.11522828548511889
mean_prior_absolute_error
0.11583758352868954
number_of_instances
1440 [1351,89]
number_of_instances
1440 [1351,89]
number_of_instances
1440 [1351,89]
number_of_instances
1440 [1351,89]
number_of_instances
1440 [1351,89]
number_of_instances
1439 [1351,88]
number_of_instances
1439 [1351,88]
number_of_instances
1439 [1351,88]
number_of_instances
1439 [1351,88]
number_of_instances
1439 [1350,89]
precision
0.9910231481481481 [0.995556,0.922222]
precision
0.992513443605843 [0.997033,0.923913]
precision
0.9836916028702534 [0.989676,0.892857]
precision
0.9870422857624106 [0.994065,0.880435]
precision
0.9923247358944475 [0.995562,0.943182]
precision
0.9930507296733843 [0.996299,0.943182]
precision
0.9861014593467686 [0.992598,0.886364]
precision
0.990855632154453 [0.994092,0.941176]
precision
0.991017517193154 [0.995556,0.921348]
precision
0.9931382442069264 [0.997033,0.934066]
predictive_accuracy
0.9909722222222223
predictive_accuracy
0.9923611111111111
predictive_accuracy
0.9840277777777777
predictive_accuracy
0.9868055555555556
predictive_accuracy
0.9923611111111111
predictive_accuracy
0.9930507296733844
predictive_accuracy
0.9861014593467686
predictive_accuracy
0.9909659485753995
predictive_accuracy
0.9909659485753995
predictive_accuracy
0.9930507296733844
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
prior_entropy
0.333803365439968
recall
0.9909722222222223 [0.994819,0.932584]
recall
0.9923611111111111 [0.994819,0.955056]
recall
0.9840277777777777 [0.993338,0.842697]
recall
0.9868055555555556 [0.991858,0.910112]
recall
0.9923611111111111 [0.996299,0.932584]
recall
0.9930507296733843 [0.996299,0.943182]
recall
0.9861014593467686 [0.992598,0.886364]
recall
0.9909659485753995 [0.996299,0.909091]
recall
0.9909659485753995 [0.994819,0.931818]
recall
0.9930507296733843 [0.995556,0.955056]
relative_absolute_error
0.07796013457590137
relative_absolute_error
0.06596626771807039
relative_absolute_error
0.13792946886505628
relative_absolute_error
0.11394173514939432
relative_absolute_error
0.06596626771807039
relative_absolute_error
0.06030871931625821
relative_absolute_error
0.12061743863251642
relative_absolute_error
0.07840133511113567
relative_absolute_error
0.07840133511113567
relative_absolute_error
0.05999149943329555
root_mean_prior_squared_error
0.24080213262646846
root_mean_prior_squared_error
0.24080213262646846
root_mean_prior_squared_error
0.24080213262646846
root_mean_prior_squared_error
0.24080213262646846
root_mean_prior_squared_error
0.24080213262646846
root_mean_prior_squared_error
0.23961224308863355
root_mean_prior_squared_error
0.23961224308863355
root_mean_prior_squared_error
0.23961224308863355
root_mean_prior_squared_error
0.23961224308863355
root_mean_prior_squared_error
0.24088031277283145
root_mean_squared_error
0.09501461875826149
root_mean_squared_error
0.08740073734751262
root_mean_squared_error
0.12638125740085918
root_mean_squared_error
0.11486707293408518
root_mean_squared_error
0.08740073734751262
root_mean_squared_error
0.08336228359765407
root_mean_squared_error
0.1178920720541946
root_mean_squared_error
0.09504762713819014
root_mean_squared_error
0.09504762713819014
root_mean_squared_error
0.08336228359765407
root_relative_squared_error
0.39457548702713474
root_relative_squared_error
0.3629566582082077
root_relative_squared_error
0.5248344606519803
root_relative_squared_error
0.4770185034543138
root_relative_squared_error
0.3629566582082077
root_relative_squared_error
0.34790494226464885
root_relative_squared_error
0.49201188776729504
root_relative_squared_error
0.3966726654406872
root_relative_squared_error
0.3966726654406872
root_relative_squared_error
0.34607346128893096
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
1062.5
usercpu_time_millis
968.75
usercpu_time_millis
1062.5
usercpu_time_millis
1062.5
usercpu_time_millis
1046.875
usercpu_time_millis
1187.5
usercpu_time_millis
1062.5
usercpu_time_millis
1046.875
usercpu_time_millis
1125
usercpu_time_millis
1000
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_training
1062.5
usercpu_time_millis_training
953.125
usercpu_time_millis_training
1046.875
usercpu_time_millis_training
1046.875
usercpu_time_millis_training
1031.25
usercpu_time_millis_training
1171.875
usercpu_time_millis_training
1046.875
usercpu_time_millis_training
1046.875
usercpu_time_millis_training
1109.375
usercpu_time_millis_training
1000