6013260
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)
4047949
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"
6948
sparse
false
6948
threshold
0.0
6949
C
0.6359632126599717
6953
cache_size
200
6953
class_weight
null
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coef0
0.0
6953
decision_function_shape
null
6953
degree
3
6953
gamma
5.656649415096968e-05
6953
kernel
"rbf"
6953
max_iter
-1
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probability
true
6953
random_state
56147
6953
shrinking
false
6953
tol
0.0001046982796610084
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
12949663
description
https://api.openml.org/data/download/12949663/description.xml
-1
12949664
predictions
https://api.openml.org/data/download/12949664/predictions.arff
area_under_roc_curve
0.6831102209102269 [0.603439,0.831912,0.564415,0.823222,0.636784,0.768671]
average_cost
0
kappa
0.0802314457141415
kb_relative_information_score
267.4553597957233
mean_absolute_error
0.2635891494046535
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
predictive_accuracy
0.28683834048640916
prior_entropy
2.5206634795042744
recall
0.28683834048640916 [0,0,0.961765,0.023483,0.2657,0.094891]
relative_absolute_error
0.9659527147927094
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36207849112435936
root_relative_squared_error
0.9802576493354468
total_cost
0
area_under_roc_curve
0.7377614083778259 [0.858108,0.901483,0.586016,0.742101,0.63037,0.80754]
area_under_roc_curve
0.678341007053576 [0.492855,0.938666,0.52081,0.875931,0.648434,0.812925]
area_under_roc_curve
0.7019865906303009 [0.557083,0.942731,0.570408,0.872506,0.676498,0.756094]
area_under_roc_curve
0.674948259174261 [0.63133,0.799737,0.539609,0.801524,0.620574,0.791525]
area_under_roc_curve
0.6526652878941759 [0.495418,0.985294,0.499376,0.872301,0.510971,0.749817]
area_under_roc_curve
0.6956426671657808 [0.586518,0.862741,0.581021,0.80572,0.709256,0.773532]
area_under_roc_curve
0.7025937969561326 [0.56741,0.863385,0.612211,0.822669,0.759393,0.697972]
area_under_roc_curve
0.7209734298307459 [0.704283,0.840456,0.609702,0.825679,0.610106,0.86067]
area_under_roc_curve
0.7244681560881128 [0.610637,0.919088,0.597435,0.867303,0.729757,0.761611]
area_under_roc_curve
0.7725118919014817 [0.73866,0.821489,0.800808,0.727038,0.726341,0.868754]
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
0.09446104343829005
kappa
0.0685479245530374
kappa
0.07752116759463643
kappa
0.07105719237435008
kappa
0.05530563641174912
kappa
0.08549295081160042
kappa
0.09103988886683864
kappa
0.05879518072289158
kappa
0.10830145561130711
kappa
0.09204592384570907
kb_relative_information_score
31.275610247535287
kb_relative_information_score
29.59602032369257
kb_relative_information_score
28.40828304520762
kb_relative_information_score
25.721849907576594
kb_relative_information_score
26.168957403918952
kb_relative_information_score
25.66258253224109
kb_relative_information_score
25.37502989214352
kb_relative_information_score
25.56414074652826
kb_relative_information_score
26.42301562637564
kb_relative_information_score
23.259870070504544
mean_absolute_error
0.2616226882069675
mean_absolute_error
0.26279146254763636
mean_absolute_error
0.26284042310409544
mean_absolute_error
0.2640620192047618
mean_absolute_error
0.264327210268098
mean_absolute_error
0.2642328765693537
mean_absolute_error
0.2637292626536208
mean_absolute_error
0.2639332104679721
mean_absolute_error
0.26374163746076984
mean_absolute_error
0.26461664699166226
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
0.29642857142857143
predictive_accuracy
0.275
predictive_accuracy
0.28571428571428575
predictive_accuracy
0.28214285714285714
predictive_accuracy
0.2714285714285714
predictive_accuracy
0.28928571428571426
predictive_accuracy
0.2939068100358423
predictive_accuracy
0.2724014336917563
predictive_accuracy
0.3082437275985663
predictive_accuracy
0.2939068100358423
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
0.29642857142857143 [0,0,0.985294,0.019608,0.341463,0.035714]
recall
0.275 [0,0,0.941176,0.019608,0.268293,0.035714]
recall
0.2857142857142857 [0,0,0.941176,0.039216,0.317073,0.035714]
recall
0.28214285714285714 [0,0,0.985294,0,0.243902,0.071429]
recall
0.2714285714285714 [0,0,0.955882,0.038462,0.170732,0.074074]
recall
0.2892857142857143 [0,0,0.941176,0,0.292683,0.185185]
recall
0.2939068100358423 [0,0,0.985294,0.039216,0.238095,0.111111]
recall
0.2724014336917563 [0,0,0.955882,0.019608,0.142857,0.148148]
recall
0.30824372759856633 [0,0,0.955882,0.058824,0.333333,0.148148]
recall
0.2939068100358423 [0,0,0.970588,0,0.309524,0.111111]
relative_absolute_error
0.9586585246220045
relative_absolute_error
0.9629412399045387
relative_absolute_error
0.9631206450438309
relative_absolute_error
0.9675969139927316
relative_absolute_error
0.9689261514105699
relative_absolute_error
0.9683239865908068
relative_absolute_error
0.9664847550349696
relative_absolute_error
0.9672321595945164
relative_absolute_error
0.9665301048089603
relative_absolute_error
0.9697367393841629
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
0.36001341630022127
root_mean_squared_error
0.3616057130021994
root_mean_squared_error
0.3613664161905919
root_mean_squared_error
0.3622829431442313
root_mean_squared_error
0.36297781487855674
root_mean_squared_error
0.36325764092447205
root_mean_squared_error
0.36210968615169103
root_mean_squared_error
0.3623329121617293
root_mean_squared_error
0.3622626549584502
root_mean_squared_error
0.3625686818703305
root_relative_squared_error
0.9745775320622778
root_relative_squared_error
0.9788879730621507
root_relative_squared_error
0.9782401824923339
root_relative_squared_error
0.9807212749630699
root_relative_squared_error
0.9829650646105961
root_relative_squared_error
0.9834624217775455
root_relative_squared_error
0.980360950653693
root_relative_squared_error
0.9809653036212634
root_relative_squared_error
0.9807750921432746
root_relative_squared_error
0.9816036168851698
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
7680.5663100003585
usercpu_time_millis
7598.493811000026
usercpu_time_millis
7481.0060510003495
usercpu_time_millis
7407.063576999917
usercpu_time_millis
7184.197554999628
usercpu_time_millis
7270.440754999981
usercpu_time_millis
7249.303382000107
usercpu_time_millis
7190.640256000279
usercpu_time_millis
7254.395056000249
usercpu_time_millis
7416.3090629999715
usercpu_time_millis_testing
225.868905000425
usercpu_time_millis_testing
228.7956000000122
usercpu_time_millis_testing
213.08491300032983
usercpu_time_millis_testing
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usercpu_time_millis_testing
225.36796499980483
usercpu_time_millis_testing
228.109823000068
usercpu_time_millis_testing
185.75676600039515
usercpu_time_millis_testing
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usercpu_time_millis_testing
224.41998800013607
usercpu_time_millis_testing
227.4950460000582
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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