6051940
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)
4086593
axis
0
6947
categorical_features
[0, 1]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
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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
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C
0.17145348763082857
6953
cache_size
200
6953
class_weight
null
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coef0
0.8348333546844333
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decision_function_shape
null
6953
degree
5
6953
gamma
5.13005179879963e-05
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
35038
6953
shrinking
false
6953
tol
4.8958436751239966e-05
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
13027045
description
https://api.openml.org/data/download/13027045/description.xml
-1
13027046
predictions
https://api.openml.org/data/download/13027046/predictions.arff
area_under_roc_curve
0.6220662476353043 [0.63277,0.574007,0.620681,0.528264,0.661123,0.77874]
average_cost
0
kappa
0.07759413125266784
kb_relative_information_score
178.86667683067725
mean_absolute_error
0.266970163045951
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 [0,0,0.966176,0.003914,0.306763,0.058394]
relative_absolute_error
0.9783428276366518
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36502613609046836
root_relative_squared_error
0.9882378293140498
total_cost
0
area_under_roc_curve
0.7214384777494096 [0.80219,0.395265,0.821171,0.665125,0.70446,0.835459]
area_under_roc_curve
0.7209437672779023 [0.719944,0.824127,0.702414,0.626766,0.703949,0.839144]
area_under_roc_curve
0.7822394227004843 [0.892824,0.735653,0.789054,0.708537,0.722115,0.815476]
area_under_roc_curve
0.7474914055091325 [0.807937,0.759565,0.767411,0.659988,0.659863,0.846939]
area_under_roc_curve
0.7325719182524911 [0.700839,0.874582,0.755757,0.691549,0.604654,0.836774]
area_under_roc_curve
0.7448712725554238 [0.776483,0.789271,0.774487,0.567686,0.788244,0.813644]
area_under_roc_curve
0.775219399895441 [0.775249,0.713445,0.864232,0.678793,0.803697,0.766608]
area_under_roc_curve
0.7592005421443966 [0.867631,0.718247,0.780945,0.674407,0.638939,0.874339]
area_under_roc_curve
0.7662594300842628 [0.789395,0.703241,0.80499,0.704764,0.77617,0.799971]
area_under_roc_curve
0.7494089639677661 [0.760629,0.757983,0.771745,0.680771,0.719811,0.834362]
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
0.09321058688147295
kappa
0.06953789461562505
kappa
0.07084248237605452
kappa
0.06939828364502208
kappa
0.04528601694915255
kappa
0.07849267730788216
kappa
0.09615736049042248
kappa
0.054805493900302094
kappa
0.09078212290502792
kappa
0.10723700571997018
kb_relative_information_score
18.054414963107632
kb_relative_information_score
18.086884453790343
kb_relative_information_score
16.439972169120736
kb_relative_information_score
16.213651278741384
kb_relative_information_score
15.774145112104799
kb_relative_information_score
18.188763986638502
kb_relative_information_score
18.438794956943514
kb_relative_information_score
18.79922243243088
kb_relative_information_score
18.535515135353936
kb_relative_information_score
20.33531234244576
mean_absolute_error
0.2666443883058243
mean_absolute_error
0.2671148733623619
mean_absolute_error
0.2674435808058213
mean_absolute_error
0.2672849718780792
mean_absolute_error
0.2681161486685495
mean_absolute_error
0.2672644801405651
mean_absolute_error
0.26626745051432194
mean_absolute_error
0.26664255112657154
mean_absolute_error
0.26698716264773065
mean_absolute_error
0.2659286844258707
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
0.2785714285714286
predictive_accuracy
0.28214285714285714
predictive_accuracy
0.28214285714285714
predictive_accuracy
0.2642857142857143
predictive_accuracy
0.28571428571428575
predictive_accuracy
0.3010752688172043
predictive_accuracy
0.2724014336917563
predictive_accuracy
0.2974910394265233
predictive_accuracy
0.3082437275985663
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 [0,0,0.985294,0,0.365854,0.035714]
recall
0.2785714285714286 [0,0,0.970588,0,0.268293,0.035714]
recall
0.28214285714285714 [0,0,0.941176,0,0.341463,0.035714]
recall
0.28214285714285714 [0,0,0.985294,0,0.243902,0.071429]
recall
0.2642857142857143 [0,0,0.955882,0,0.170732,0.074074]
recall
0.2857142857142857 [0,0,0.941176,0,0.341463,0.074074]
recall
0.3010752688172043 [0,0,0.985294,0,0.380952,0.037037]
recall
0.2724014336917563 [0,0,0.970588,0,0.214286,0.037037]
recall
0.2974910394265233 [0,0,0.955882,0,0.380952,0.074074]
recall
0.30824372759856633 [0,0,0.970588,0.039216,0.357143,0.111111]
relative_absolute_error
0.9770594348827228
relative_absolute_error
0.9787834233993463
relative_absolute_error
0.9799878991844503
relative_absolute_error
0.9794067118199169
relative_absolute_error
0.9828150034079016
relative_absolute_error
0.9794337867562978
relative_absolute_error
0.9757864148056732
relative_absolute_error
0.977161040509684
relative_absolute_error
0.9784239332894176
relative_absolute_error
0.9745449436973229
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
0.3644969819130399
root_mean_squared_error
0.3650845642599615
root_mean_squared_error
0.3653133051874744
root_mean_squared_error
0.3648026370408956
root_mean_squared_error
0.36639410705602404
root_mean_squared_error
0.3658342472703206
root_mean_squared_error
0.3642579918898908
root_mean_squared_error
0.3648812125521561
root_mean_squared_error
0.3655175433434092
root_mean_squared_error
0.36366468123928886
root_relative_squared_error
0.9867148083746035
root_relative_squared_error
0.9883054284115764
root_relative_squared_error
0.9889246435811334
root_relative_squared_error
0.9875422348167318
root_relative_squared_error
0.9922165828117191
root_relative_squared_error
0.9904381746079793
root_relative_squared_error
0.986177185723732
root_relative_squared_error
0.9878644678492633
root_relative_squared_error
0.9895872438016905
root_relative_squared_error
0.9845708807401823
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
4088.1659950009634
usercpu_time_millis
3855.9224300006463
usercpu_time_millis
3857.2391710004013
usercpu_time_millis
3846.441314999538
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
3871.071159001076
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
106.91037400101777
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_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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