8706780
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)
6684199
axis
0
7660
categorical_features
[0, 1]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"most_frequent"
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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"
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n_values
"auto"
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sparse
true
7661
threshold
0.0
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copy
true
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with_mean
false
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with_std
true
7663
C
13.63518928654691
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cache_size
200
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class_weight
null
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coef0
-0.70424750846607
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decision_function_shape
null
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degree
4
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gamma
5.7747552378063355e-05
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kernel
"sigmoid"
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max_iter
-1
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probability
true
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random_state
53010
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shrinking
true
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tol
0.0006394296318169458
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verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
18330428
description
https://api.openml.org/data/download/18330428/description.xml
-1
18330429
predictions
https://api.openml.org/data/download/18330429/predictions.arff
area_under_roc_curve
0.9999998309764693 [1,1,0.999999,1,1,1]
average_cost
0
f_measure
0.9996423024538498 [1,1,0.999265,0.999021,1,1]
kappa
0.999563083834305
kb_relative_information_score
2785.612692067753
mean_absolute_error
0.0018953379159833842
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
0.006945683498462643
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.011758414818497567
root_relative_squared_error
0.0318336392589879
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
279.1144488255225
kb_relative_information_score
279.32608663960417
kb_relative_information_score
279.39382743326
kb_relative_information_score
279.3905771033313
kb_relative_information_score
278.21138222623455
kb_relative_information_score
279.06836490580923
kb_relative_information_score
278.15048272129167
kb_relative_information_score
277.9350622418235
kb_relative_information_score
276.71439417341486
kb_relative_information_score
278.30806579746064
mean_absolute_error
0.001839799573888091
mean_absolute_error
0.001537605045384217
mean_absolute_error
0.0014074201994144094
mean_absolute_error
0.0014139530554972122
mean_absolute_error
0.0025134584068690945
mean_absolute_error
0.0018111380880924018
mean_absolute_error
0.0016237335826679584
mean_absolute_error
0.0019503634616474287
mean_absolute_error
0.003560131493128613
mean_absolute_error
0.0012988180207238042
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
0.0067415389589930005
relative_absolute_error
0.005634213891622751
relative_absolute_error
0.005157180293272029
relative_absolute_error
0.0051811185006837394
relative_absolute_error
0.009213412340061837
relative_absolute_error
0.006637207589373426
relative_absolute_error
0.005950472610041818
relative_absolute_error
0.007147468329804587
relative_absolute_error
0.01304676158954653
relative_absolute_error
0.004759759322737468
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
0.012424502800742008
root_mean_squared_error
0.004391585688515823
root_mean_squared_error
0.0024503804414183383
root_mean_squared_error
0.002510975036295332
root_mean_squared_error
0.020961026242428467
root_mean_squared_error
0.0047804916543233485
root_mean_squared_error
0.0034220415998791943
root_mean_squared_error
0.011257522373230869
root_mean_squared_error
0.024288100258567705
root_mean_squared_error
0.0025918971410820724
root_relative_squared_error
0.03363386120741235
root_relative_squared_error
0.011888281237232156
root_relative_squared_error
0.006633324245948919
root_relative_squared_error
0.006797357384875852
root_relative_squared_error
0.05676367995544485
root_relative_squared_error
0.01294242259483731
root_relative_squared_error
0.009264695434379185
root_relative_squared_error
0.03047815553655908
root_relative_squared_error
0.06575660903223382
root_relative_squared_error
0.007017196287213825
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
4622.505465998984
usercpu_time_millis
4529.8153960029595
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
130.34514299943112
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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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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