8737706
1
Jan van Rijn
14967
Supervised Classification
7707
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
6714428
axis
0
7660
categorical_features
[0, 1]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"mean"
7660
strategy_nominal
"most_frequent"
7660
verbose
0
7660
categorical_features
[0, 1]
7661
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7661
handle_unknown
"ignore"
7661
n_values
"auto"
7661
sparse
true
7661
threshold
0.0
7662
copy
true
7663
with_mean
false
7663
with_std
true
7663
C
31.638573894405557
7708
cache_size
200
7708
class_weight
null
7708
coef0
-0.9006669647532215
7708
decision_function_shape
null
7708
degree
5
7708
gamma
0.018981364232749875
7708
kernel
"sigmoid"
7708
max_iter
-1
7708
probability
true
7708
random_state
23077
7708
shrinking
true
7708
tol
3.8995831869371884e-05
7708
verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
18391972
description
https://api.openml.org/data/download/18391972/description.xml
-1
18391973
predictions
https://api.openml.org/data/download/18391973/predictions.arff
area_under_roc_curve
0.4979108142951993 [0.497917,0.498172,0.499433,0.498573,0.496094,0.495306]
average_cost
0
kappa
0
kb_relative_information_score
0.5399082872935562
mean_absolute_error
0.27287107224130597
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
predictive_accuracy
0.24320457796852646
prior_entropy
2.5206634795042744
recall
0.24320457796852646 [0,0,1,0,0,0]
relative_absolute_error
0.9999673871827202
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36937131272447493
root_relative_squared_error
1.000001556620723
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.05217236128670314
kb_relative_information_score
0.05217236128670314
kb_relative_information_score
0.05217236128670314
kb_relative_information_score
0.05217236128670314
kb_relative_information_score
0.04877028042196588
kb_relative_information_score
0.05147035586383972
kb_relative_information_score
0.057744551465234314
kb_relative_information_score
0.057744551465234314
kb_relative_information_score
0.057744551465234314
kb_relative_information_score
0.057744551465234314
mean_absolute_error
0.2728931822793261
mean_absolute_error
0.2728931822793261
mean_absolute_error
0.2728931822793261
mean_absolute_error
0.2728931822793261
mean_absolute_error
0.27280385965595944
mean_absolute_error
0.27286803344406135
mean_absolute_error
0.2728665087507586
mean_absolute_error
0.2728665087507586
mean_absolute_error
0.2728665087507586
mean_absolute_error
0.2728665087507586
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272804289453111
mean_prior_absolute_error
0.27287651677373237
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24285714285714285 [0,0,1,0,0,0]
recall
0.24372759856630824 [0,0,1,0,0,0]
recall
0.24372759856630824 [0,0,1,0,0,0]
recall
0.24372759856630824 [0,0,1,0,0,0]
recall
0.24372759856630824 [0,0,1,0,0,0]
relative_absolute_error
0.9999567594701264
relative_absolute_error
0.9999567594701264
relative_absolute_error
0.9999567594701264
relative_absolute_error
0.9999567594701264
relative_absolute_error
0.9999984245220175
relative_absolute_error
0.999968911470392
relative_absolute_error
0.999969886593863
relative_absolute_error
0.999969886593863
relative_absolute_error
0.999969886593863
relative_absolute_error
0.999969886593863
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36926827610333357
root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_squared_error
0.36940500123932546
root_mean_squared_error
0.36940500123932546
root_mean_squared_error
0.36940500123932546
root_mean_squared_error
0.36940500123932546
root_mean_squared_error
0.36926893911343395
root_mean_squared_error
0.3693666809957827
root_mean_squared_error
0.369364345505926
root_mean_squared_error
0.369364345505926
root_mean_squared_error
0.369364345505926
root_mean_squared_error
0.369364345505926
root_relative_squared_error
1.000001105900628
root_relative_squared_error
1.000001105900628
root_relative_squared_error
1.000001105900628
root_relative_squared_error
1.000001105900628
root_relative_squared_error
1.0000017954699694
root_relative_squared_error
1.0000016783998624
root_relative_squared_error
1.0000019186067215
root_relative_squared_error
1.0000019186067215
root_relative_squared_error
1.0000019186067215
root_relative_squared_error
1.0000019186067215
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
3427.604370001063
usercpu_time_millis
3232.299144998251
usercpu_time_millis
3233.5952289977286
usercpu_time_millis
3473.642267003015
usercpu_time_millis
3234.9653279998165
usercpu_time_millis
3600.336919997062
usercpu_time_millis
3302.343198996823
usercpu_time_millis
3313.050333996216
usercpu_time_millis
3379.1572880036256
usercpu_time_millis
3230.0414069977705
usercpu_time_millis_testing
96.75097400031518
usercpu_time_millis_testing
96.98902499803808
usercpu_time_millis_testing
97.81980299885618
usercpu_time_millis_testing
96.15856000164058
usercpu_time_millis_testing
97.41901400047936
usercpu_time_millis_testing
132.63387999904808
usercpu_time_millis_testing
95.5701559978479
usercpu_time_millis_testing
95.77740299937432
usercpu_time_millis_testing
95.67677400264074
usercpu_time_millis_testing
96.53862299819593
usercpu_time_millis_training
3330.853396000748
usercpu_time_millis_training
3135.310120000213
usercpu_time_millis_training
3135.7754259988724
usercpu_time_millis_training
3377.4837070013746
usercpu_time_millis_training
3137.546313999337
usercpu_time_millis_training
3467.703039998014
usercpu_time_millis_training
3206.773042998975
usercpu_time_millis_training
3217.2729309968418
usercpu_time_millis_training
3283.480514000985
usercpu_time_millis_training
3133.5027839995746