8698674
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)
6676093
axis
0
7660
categorical_features
[0, 1]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"most_frequent"
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
180.09118734982957
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.6724840374215446
7708
decision_function_shape
null
7708
degree
4
7708
gamma
8.355432252422302e-05
7708
kernel
"sigmoid"
7708
max_iter
-1
7708
probability
true
7708
random_state
42087
7708
shrinking
true
7708
tol
0.00047244290404061516
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
18314283
description
https://api.openml.org/data/download/18314283/description.xml
-1
18314284
predictions
https://api.openml.org/data/download/18314284/predictions.arff
area_under_roc_curve
1 [1,1,1,1,1,1]
average_cost
0
f_measure
0.9996423024538498 [1,1,0.999265,0.999021,1,1]
kappa
0.999563083834305
kb_relative_information_score
2781.001204814543
mean_absolute_error
0.00293755862331358
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
0.9996428713979905 [1,1,0.998532,1,1,1]
predictive_accuracy
0.9996423462088698
prior_entropy
2.5206634795042744
recall
0.9996423462088698 [1,1,1,0.998043,1,1]
relative_absolute_error
0.010765020993699491
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.009134403530981508
root_relative_squared_error
0.024729635017966243
total_cost
0
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
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
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9964111080286273 [1,1,0.992701,0.990099,1,1]
f_measure
1 [1,1,1,1,1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9956201629487764
kappa
1
kb_relative_information_score
278.7193078003674
kb_relative_information_score
278.7160074960123
kb_relative_information_score
278.6867782094868
kb_relative_information_score
278.6449967971218
kb_relative_information_score
278.36241061973266
kb_relative_information_score
278.58934422000567
kb_relative_information_score
277.5679121762745
kb_relative_information_score
277.575161409104
kb_relative_information_score
276.5802193150171
kb_relative_information_score
277.55906677142144
mean_absolute_error
0.0028012592405672956
mean_absolute_error
0.002808156092149815
mean_absolute_error
0.0028682118230277842
mean_absolute_error
0.002945825704772328
mean_absolute_error
0.002804005718449895
mean_absolute_error
0.0028121273559360213
mean_absolute_error
0.002835054193434269
mean_absolute_error
0.0028201450697298955
mean_absolute_error
0.0038304150881636363
mean_absolute_error
0.0028524854659191237
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]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9964677159628071 [1,1,0.985507,1,1,1]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.996415770609319
predictive_accuracy
1
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
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
0.996415770609319 [1,1,1,0.980392,1,1]
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.010264595433411199
relative_absolute_error
0.010289867421891818
relative_absolute_error
0.01050992837590596
relative_absolute_error
0.010794327293573798
relative_absolute_error
0.010278451721089384
relative_absolute_error
0.010305494181706452
relative_absolute_error
0.010389581459721891
relative_absolute_error
0.01033494421307652
relative_absolute_error
0.014037265910185705
relative_absolute_error
0.01045346158795627
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
0.004145960313311869
root_mean_squared_error
0.004137139937359931
root_mean_squared_error
0.004243012099431615
root_mean_squared_error
0.005446221771557958
root_mean_squared_error
0.00408895961034054
root_mean_squared_error
0.004122928029534769
root_mean_squared_error
0.004158918670346416
root_mean_squared_error
0.004127413470262527
root_mean_squared_error
0.025826257607751788
root_mean_squared_error
0.004328709672342882
root_relative_squared_error
0.01122335887284306
root_relative_squared_error
0.011199481595392004
root_relative_squared_error
0.011486083776739256
root_relative_squared_error
0.014743243259474993
root_relative_squared_error
0.011073140789371012
root_relative_squared_error
0.011162173421656516
root_relative_squared_error
0.011259686269878492
root_relative_squared_error
0.011174390380025278
root_relative_squared_error
0.06992095331456098
root_relative_squared_error
0.011719371482662246
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
2652.1509580002203
usercpu_time_millis
2608.516022999993
usercpu_time_millis
2595.46254199995
usercpu_time_millis
2428.1730120001157
usercpu_time_millis
2618.4882510001444
usercpu_time_millis
2752.9760249999526
usercpu_time_millis
2866.8487349998486
usercpu_time_millis
2778.9970909998374
usercpu_time_millis
3444.5135700000264
usercpu_time_millis
2741.544826000336
usercpu_time_millis_testing
36.42753700000867
usercpu_time_millis_testing
35.70347799995943
usercpu_time_millis_testing
37.32695600001534
usercpu_time_millis_testing
38.88374799998928
usercpu_time_millis_testing
40.05320800001755
usercpu_time_millis_testing
38.1416759998956
usercpu_time_millis_testing
38.60158399993452
usercpu_time_millis_testing
39.7618679999141
usercpu_time_millis_testing
69.6973930000695
usercpu_time_millis_testing
38.176486000111254
usercpu_time_millis_training
2615.7234210002116
usercpu_time_millis_training
2572.8125450000334
usercpu_time_millis_training
2558.135585999935
usercpu_time_millis_training
2389.2892640001264
usercpu_time_millis_training
2578.435043000127
usercpu_time_millis_training
2714.834349000057
usercpu_time_millis_training
2828.247150999914
usercpu_time_millis_training
2739.2352229999233
usercpu_time_millis_training
3374.816176999957
usercpu_time_millis_training
2703.3683400002246