6158112
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)
4191451
axis
0
6947
categorical_features
[0, 1]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"median"
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"
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sparse
true
6948
threshold
0.0
6949
C
2247.208757722261
6953
cache_size
200
6953
class_weight
null
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coef0
-0.7212983777784969
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.21597086121900697
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kernel
"sigmoid"
6953
max_iter
-1
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probability
true
6953
random_state
59783
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shrinking
true
6953
tol
0.005112184763918211
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verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
13246991
description
https://api.openml.org/data/download/13246991/description.xml
-1
13246992
predictions
https://api.openml.org/data/download/13246992/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
0.5399090177385171
mean_absolute_error
0.27287107217162687
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
0.9999673869273731
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36937131272169754
root_relative_squared_error
1.0000015566132037
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
0.05217216292891771
kb_relative_information_score
0.05217216292891771
kb_relative_information_score
0.05217216292891771
kb_relative_information_score
0.05217216292891771
kb_relative_information_score
0.04877036167739287
kb_relative_information_score
0.051471184093329916
kb_relative_information_score
0.057744700625027796
kb_relative_information_score
0.057744700625027796
kb_relative_information_score
0.057744700625027796
kb_relative_information_score
0.057744718377034356
mean_absolute_error
0.27289318225184794
mean_absolute_error
0.27289318225184794
mean_absolute_error
0.27289318225184794
mean_absolute_error
0.27289318225184794
mean_absolute_error
0.2728038595212606
mean_absolute_error
0.27286803310216184
mean_absolute_error
0.27286650872861296
mean_absolute_error
0.27286650872861296
mean_absolute_error
0.27286650872861296
mean_absolute_error
0.2728665087074914
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
0.999956759369439
relative_absolute_error
0.999956759369439
relative_absolute_error
0.999956759369439
relative_absolute_error
0.999956759369439
relative_absolute_error
0.9999984240282613
relative_absolute_error
0.9999689102174463
relative_absolute_error
0.9999698865127062
relative_absolute_error
0.9999698865127062
relative_absolute_error
0.9999698865127062
relative_absolute_error
0.9999698864353025
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
0.3694050012325804
root_mean_squared_error
0.3694050012325804
root_mean_squared_error
0.3694050012325804
root_mean_squared_error
0.3694050012325804
root_mean_squared_error
0.3692689391091194
root_mean_squared_error
0.369366680997256
root_mean_squared_error
0.36936434550588176
root_mean_squared_error
0.36936434550588176
root_mean_squared_error
0.36936434550588176
root_mean_squared_error
0.369364345508143
root_relative_squared_error
1.000001105882369
root_relative_squared_error
1.000001105882369
root_relative_squared_error
1.000001105882369
root_relative_squared_error
1.000001105882369
root_relative_squared_error
1.0000017954582854
root_relative_squared_error
1.0000016784038512
root_relative_squared_error
1.0000019186066016
root_relative_squared_error
1.0000019186066016
root_relative_squared_error
1.0000019186066016
root_relative_squared_error
1.0000019186127236
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
3554.9124559999964
usercpu_time_millis
3377.064142000002
usercpu_time_millis
3378.4379220000033
usercpu_time_millis
3380.0207239999977
usercpu_time_millis
3371.6685089999955
usercpu_time_millis
3371.096999999999
usercpu_time_millis
3372.5609649999983
usercpu_time_millis
3376.342221999998
usercpu_time_millis
3372.730086000004
usercpu_time_millis
3365.014029000008
usercpu_time_millis_testing
101.33276599999874
usercpu_time_millis_testing
101.3822640000015
usercpu_time_millis_testing
101.14234400000299
usercpu_time_millis_testing
101.07533300000426
usercpu_time_millis_testing
101.32720000000006
usercpu_time_millis_testing
101.5437069999976
usercpu_time_millis_testing
100.52467100000229
usercpu_time_millis_testing
100.69379300000492
usercpu_time_millis_testing
100.42434400000388
usercpu_time_millis_testing
100.72664999999859
usercpu_time_millis_training
3453.5796899999978
usercpu_time_millis_training
3275.6818780000003
usercpu_time_millis_training
3277.295578
usercpu_time_millis_training
3278.9453909999934
usercpu_time_millis_training
3270.3413089999954
usercpu_time_millis_training
3269.5532930000013
usercpu_time_millis_training
3272.036293999996
usercpu_time_millis_training
3275.648428999993
usercpu_time_millis_training
3272.3057420000005
usercpu_time_millis_training
3264.2873790000094