4053677
1
Jan van Rijn
14
Supervised Classification
6840
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)
2090321
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"median"
6758
verbose
0
6758
class_weight
null
6841
criterion
"entropy"
6841
max_depth
1.5070257050038187
6841
max_features
1.0
6841
max_leaf_nodes
null
6841
min_impurity_split
1e-07
6841
min_samples_leaf
14
6841
min_samples_split
6
6841
min_weight_fraction_leaf
0.0
6841
presort
false
6841
random_state
47205
6841
splitter
"best"
6841
openml-pimp
openml-python
Sklearn_0.18.1.
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
9079062
description
https://api.openml.org/data/download/9079062/description.xml
-1
9079065
predictions
https://api.openml.org/data/download/9079065/predictions.arff
area_under_roc_curve
0.715802 [0.794678,0.651806,0.727044,0.694978,0.665361,0.579833,0.77095,0.732756,0.782472,0.758144]
average_cost
0
f_measure
0.066203 [0.360806,0,0,0,0,0,0,0.301223,0,0]
kappa
0.107778
kb_relative_information_score
477.728152
mean_absolute_error
0.165409
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.039865 [0.220852,0,0,0,0,0,0,0.177798,0,0]
predictive_accuracy
0.197
prior_entropy
3.321928
recall
0.197 [0.985,0,0,0,0,0,0,0.985,0,0]
relative_absolute_error
0.918936
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.287724
root_relative_squared_error
0.95908
total_cost
0
area_under_roc_curve
0.722222 [0.805556,0.611111,0.722222,0.75,0.694444,0.611111,0.777778,0.722222,0.75,0.777778]
area_under_roc_curve
0.734444 [0.8,0.7,0.7,0.727778,0.727778,0.588889,0.8,0.727778,0.8,0.772222]
area_under_roc_curve
0.724444 [0.794444,0.677778,0.761111,0.677778,0.622222,0.622222,0.738889,0.761111,0.794444,0.794444]
area_under_roc_curve
0.72 [0.788889,0.655556,0.738889,0.711111,0.683333,0.572222,0.788889,0.738889,0.816667,0.705556]
area_under_roc_curve
0.742222 [0.816667,0.738889,0.711111,0.738889,0.683333,0.627778,0.788889,0.711111,0.816667,0.788889]
area_under_roc_curve
0.724444 [0.822222,0.677778,0.733333,0.733333,0.677778,0.566667,0.766667,0.733333,0.794444,0.738889]
area_under_roc_curve
0.723333 [0.772222,0.644444,0.755556,0.7,0.672222,0.588889,0.8,0.755556,0.8,0.744444]
area_under_roc_curve
0.726667 [0.811111,0.716667,0.744444,0.633333,0.633333,0.661111,0.783333,0.744444,0.727778,0.811111]
area_under_roc_curve
0.725556 [0.788889,0.6,0.738889,0.738889,0.683333,0.627778,0.733333,0.738889,0.816667,0.788889]
area_under_roc_curve
0.73 [0.794444,0.733333,0.733333,0.705556,0.705556,0.511111,0.766667,0.761111,0.794444,0.794444]
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
0.065594 [0.363636,0,0,0,0,0,0,0.292308,0,0]
f_measure
0.065402 [0.357143,0,0,0,0,0,0,0.296875,0,0]
f_measure
0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0]
f_measure
0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.066094 [0.377358,0,0,0,0,0,0,0.283582,0,0]
f_measure
0.067873 [0.384615,0,0,0,0,0,0,0.294118,0,0]
f_measure
0.065179 [0.339286,0,0,0,0,0,0,0.3125,0,0]
f_measure
0.06734 [0.37037,0,0,0,0,0,0,0.30303,0,0]
f_measure
0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0]
kappa
0.105556
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.111111
kb_relative_information_score
47.343374
kb_relative_information_score
48.468587
kb_relative_information_score
47.620448
kb_relative_information_score
47.125067
kb_relative_information_score
48.758983
kb_relative_information_score
47.594302
kb_relative_information_score
47.634812
kb_relative_information_score
47.254492
kb_relative_information_score
47.501494
kb_relative_information_score
48.426594
mean_absolute_error
0.165688
mean_absolute_error
0.165024
mean_absolute_error
0.165528
mean_absolute_error
0.165773
mean_absolute_error
0.164825
mean_absolute_error
0.165457
mean_absolute_error
0.165514
mean_absolute_error
0.165701
mean_absolute_error
0.165516
mean_absolute_error
0.16506
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.039495 [0.222222,0,0,0,0,0,0,0.172727,0,0]
precision
0.039332 [0.217391,0,0,0,0,0,0,0.175926,0,0]
precision
0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0]
precision
0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.039922 [0.232558,0,0,0,0,0,0,0.166667,0,0]
precision
0.041051 [0.238095,0,0,0,0,0,0,0.172414,0,0]
precision
0.039171 [0.206522,0,0,0,0,0,0,0.185185,0,0]
precision
0.040584 [0.227273,0,0,0,0,0,0,0.178571,0,0]
precision
0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0]
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.2
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
relative_absolute_error
0.920489
relative_absolute_error
0.916798
relative_absolute_error
0.919599
relative_absolute_error
0.920962
relative_absolute_error
0.915697
relative_absolute_error
0.919206
relative_absolute_error
0.919525
relative_absolute_error
0.920559
relative_absolute_error
0.919531
relative_absolute_error
0.916998
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.288346
root_mean_squared_error
0.287097
root_mean_squared_error
0.288182
root_mean_squared_error
0.288258
root_mean_squared_error
0.286331
root_mean_squared_error
0.287657
root_mean_squared_error
0.288082
root_mean_squared_error
0.288171
root_mean_squared_error
0.287845
root_mean_squared_error
0.287264
root_relative_squared_error
0.961155
root_relative_squared_error
0.956989
root_relative_squared_error
0.960608
root_relative_squared_error
0.960859
root_relative_squared_error
0.954438
root_relative_squared_error
0.958856
root_relative_squared_error
0.960273
root_relative_squared_error
0.960571
root_relative_squared_error
0.959482
root_relative_squared_error
0.957547
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
169.60869899992304
usercpu_time_millis
174.57430099989324
usercpu_time_millis
168.31835400012096
usercpu_time_millis
177.43445599990082
usercpu_time_millis
169.28079900003468
usercpu_time_millis
169.0299510000841
usercpu_time_millis
170.19508099997438
usercpu_time_millis
184.43323199994666
usercpu_time_millis
169.26028600005338
usercpu_time_millis
169.0496339999754
usercpu_time_millis_testing
0.8676999999579493
usercpu_time_millis_testing
0.8353109999461594
usercpu_time_millis_testing
0.9547590000238415
usercpu_time_millis_testing
0.8889889999181833
usercpu_time_millis_testing
0.8781359999829874
usercpu_time_millis_testing
0.8590920000415281
usercpu_time_millis_testing
1.1937379999835684
usercpu_time_millis_testing
0.9042959999305822
usercpu_time_millis_testing
0.9371209999926577
usercpu_time_millis_testing
0.8734649999269095
usercpu_time_millis_training
168.7409989999651
usercpu_time_millis_training
173.73898999994708
usercpu_time_millis_training
167.36359500009712
usercpu_time_millis_training
176.54546699998264
usercpu_time_millis_training
168.4026630000517
usercpu_time_millis_training
168.17085900004258
usercpu_time_millis_training
169.0013429999908
usercpu_time_millis_training
183.52893600001607
usercpu_time_millis_training
168.32316500006073
usercpu_time_millis_training
168.1761690000485