6057882
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)
4092531
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
true
6948
threshold
0.0
6949
C
1.0488681331009502
6953
cache_size
200
6953
class_weight
null
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coef0
0.1653756844300207
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decision_function_shape
null
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degree
1
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gamma
0.499068108498429
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kernel
"poly"
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max_iter
-1
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probability
true
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random_state
37504
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shrinking
false
6953
tol
3.3992512410808096e-05
6953
verbose
false
6953
openml-python
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
13038905
description
https://api.openml.org/data/download/13038905/description.xml
-1
13038906
predictions
https://api.openml.org/data/download/13038906/predictions.arff
area_under_roc_curve
1 [1,1,1,1,1,1]
average_cost
0
f_measure
1 [1,1,1,1,1,1]
kappa
1
kb_relative_information_score
2777.7356243810837
mean_absolute_error
0.003715956285245453
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
prior_entropy
2.5206634795042744
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.01361754863540869
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.005281435522504393
root_relative_squared_error
0.014298467590080445
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
1 [1,1,1,1,1,1]
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
1
kappa
1
kb_relative_information_score
278.27793937325146
kb_relative_information_score
278.2691576050654
kb_relative_information_score
278.278756648176
kb_relative_information_score
278.27667253636673
kb_relative_information_score
277.93629603651135
kb_relative_information_score
278.12474553082785
kb_relative_information_score
277.14836044055954
kb_relative_information_score
277.13922566757697
kb_relative_information_score
277.12226034683636
kb_relative_information_score
277.1622101959029
mean_absolute_error
0.003710029407563232
mean_absolute_error
0.0037278652627448115
mean_absolute_error
0.003708432193581111
mean_absolute_error
0.0037126988329267982
mean_absolute_error
0.003681102036887216
mean_absolute_error
0.003768119032985816
mean_absolute_error
0.003701969036585389
mean_absolute_error
0.0037207217968559013
mean_absolute_error
0.0037554736751650984
mean_absolute_error
0.003673106741835887
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
1 [1,1,1,1,1,1]
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
1
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
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.013594582880155947
relative_absolute_error
0.013659938429901765
relative_absolute_error
0.013588730242488703
relative_absolute_error
0.013604364399481216
relative_absolute_error
0.013493563624922092
relative_absolute_error
0.013808879846228464
relative_absolute_error
0.013566551551658654
relative_absolute_error
0.013635274516770341
relative_absolute_error
0.013762629214753866
relative_absolute_error
0.01346078032403665
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
0.005268231324651867
root_mean_squared_error
0.0053206533056268344
root_mean_squared_error
0.005256544202413785
root_mean_squared_error
0.005264187732585597
root_mean_squared_error
0.005223683964065765
root_mean_squared_error
0.005377478601826132
root_mean_squared_error
0.0052390430522582885
root_mean_squared_error
0.005274669394889624
root_mean_squared_error
0.005349188922980027
root_mean_squared_error
0.005238367502115244
root_relative_squared_error
0.014261412631441553
root_relative_squared_error
0.014403322022956548
root_relative_squared_error
0.014229774902868118
root_relative_squared_error
0.014250466389445597
root_relative_squared_error
0.014146040432143714
root_relative_squared_error
0.014558670026457735
root_relative_squared_error
0.014183970834395137
root_relative_squared_error
0.01428042413698848
root_relative_squared_error
0.014482175258802903
root_relative_squared_error
0.0141821418775741
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
9236172.014037
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
8525837.530605005
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
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usercpu_time_millis_testing
34.87250199941627
usercpu_time_millis_testing
39.09698999996181
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
35.65142099978402
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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usercpu_time_millis_training
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