6052079
1
Jan van Rijn
14967
Supervised Classification
6952
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
4086732
axis
0
6947
categorical_features
[0, 1]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0, 1]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
true
6948
threshold
0.0
6949
C
39.659425844658884
6953
cache_size
200
6953
class_weight
null
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coef0
-0.3196348350937157
6953
decision_function_shape
null
6953
degree
3
6953
gamma
7.818475789361753
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
44676
6953
shrinking
true
6953
tol
0.09325627809059746
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
13027323
description
https://api.openml.org/data/download/13027323/description.xml
-1
13027324
predictions
https://api.openml.org/data/download/13027324/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
0.5399087321348337
mean_absolute_error
0.2728710721803506
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
0.9999673869593422
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36937131271949336
root_relative_squared_error
1.0000015566072362
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
0.05217205344236569
kb_relative_information_score
0.05217205344236569
kb_relative_information_score
0.05217205344236569
kb_relative_information_score
0.05217205344236569
kb_relative_information_score
0.04876992904030697
kb_relative_information_score
0.05147009673031664
kb_relative_information_score
0.05774512314868553
kb_relative_information_score
0.05774512314868553
kb_relative_information_score
0.05774512314868553
kb_relative_information_score
0.05774512314868553
mean_absolute_error
0.272893182281951
mean_absolute_error
0.272893182281951
mean_absolute_error
0.272893182281951
mean_absolute_error
0.272893182281951
mean_absolute_error
0.2728038596511401
mean_absolute_error
0.27286803346079097
mean_absolute_error
0.2728665085924205
mean_absolute_error
0.2728665085924205
mean_absolute_error
0.2728665085924205
mean_absolute_error
0.2728665085924205
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
0.9999567594797447
relative_absolute_error
0.9999567594797447
relative_absolute_error
0.9999567594797447
relative_absolute_error
0.9999567594797447
relative_absolute_error
0.9999984245043515
relative_absolute_error
0.9999689115317005
relative_absolute_error
0.9999698860136038
relative_absolute_error
0.9999698860136038
relative_absolute_error
0.9999698860136038
relative_absolute_error
0.9999698860136038
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
0.3694050012340294
root_mean_squared_error
0.3694050012340294
root_mean_squared_error
0.3694050012340294
root_mean_squared_error
0.3694050012340294
root_mean_squared_error
0.3692689391092924
root_mean_squared_error
0.3693666809913043
root_mean_squared_error
0.36936434550093916
root_mean_squared_error
0.36936434550093916
root_mean_squared_error
0.36936434550093916
root_mean_squared_error
0.36936434550093916
root_relative_squared_error
1.0000011058862914
root_relative_squared_error
1.0000011058862914
root_relative_squared_error
1.0000011058862914
root_relative_squared_error
1.0000011058862914
root_relative_squared_error
1.000001795458754
root_relative_squared_error
1.0000016783877377
root_relative_squared_error
1.00000191859322
root_relative_squared_error
1.00000191859322
root_relative_squared_error
1.00000191859322
root_relative_squared_error
1.00000191859322
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
3689.084096
usercpu_time_millis
3527.830835000001
usercpu_time_millis
3481.363710000002
usercpu_time_millis
3645.811507999998
usercpu_time_millis
3525.087226999997
usercpu_time_millis
3484.754162999998
usercpu_time_millis
3477.173217000004
usercpu_time_millis
3485.4362049999995
usercpu_time_millis
3473.807839000003
usercpu_time_millis
3495.154941000003
usercpu_time_millis_testing
104.44488299999932
usercpu_time_millis_testing
105.77855700000072
usercpu_time_millis_testing
104.10092600000098
usercpu_time_millis_testing
106.01403399999754
usercpu_time_millis_testing
104.2631849999971
usercpu_time_millis_testing
108.17442599999794
usercpu_time_millis_testing
103.57657600000181
usercpu_time_millis_testing
105.80701199999965
usercpu_time_millis_testing
103.19636800000609
usercpu_time_millis_testing
103.37905600000141
usercpu_time_millis_training
3584.639213000001
usercpu_time_millis_training
3422.0522780000006
usercpu_time_millis_training
3377.262784000001
usercpu_time_millis_training
3539.7974740000004
usercpu_time_millis_training
3420.8240419999997
usercpu_time_millis_training
3376.579737
usercpu_time_millis_training
3373.5966410000024
usercpu_time_millis_training
3379.6291929999998
usercpu_time_millis_training
3370.6114709999965
usercpu_time_millis_training
3391.7758850000014