6060375
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
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)
4094926
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0]
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
0.9604690402479106
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.128692984066757
6953
decision_function_shape
null
6953
degree
3
6953
gamma
3.9773741575513335
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
28295
6953
shrinking
true
6953
tol
0.04484412235100263
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13044012
description
https://api.openml.org/data/download/13044012/description.xml
-1
13044013
predictions
https://api.openml.org/data/download/13044013/predictions.arff
area_under_roc_curve
0.6905049075114191 [0.690505,0.690505]
average_cost
0
kappa
0
kb_relative_information_score
-2717.9010050378674
mean_absolute_error
0.2785847930819485
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
predictive_accuracy
0.8458623825401637
prior_entropy
0.6203559250859288
recall
0.8458623825401637 [1,0]
relative_absolute_error
1.0680665881265345
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.3567382724785125
root_relative_squared_error
0.987973987382398
total_cost
0
area_under_roc_curve
0.6700703165128677 [0.67007,0.67007]
area_under_roc_curve
0.6950681706374306 [0.695068,0.695068]
area_under_roc_curve
0.7026670883407127 [0.702667,0.702667]
area_under_roc_curve
0.6988720219270503 [0.698872,0.698872]
area_under_roc_curve
0.6872144915313796 [0.687214,0.687214]
area_under_roc_curve
0.6818455746586677 [0.681847,0.681838]
area_under_roc_curve
0.7059526319488367 [0.705953,0.705953]
area_under_roc_curve
0.6978705460678896 [0.697871,0.697871]
area_under_roc_curve
0.6865751091238156 [0.686575,0.686575]
area_under_roc_curve
0.7184339401682104 [0.718434,0.718434]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-292.725103549383
kb_relative_information_score
-251.44264359403832
kb_relative_information_score
-252.70813353138223
kb_relative_information_score
-237.15237467219785
kb_relative_information_score
-288.41761272920127
kb_relative_information_score
-327.84684544272903
kb_relative_information_score
-258.0019261002987
kb_relative_information_score
-273.22541320060753
kb_relative_information_score
-294.59297852290746
kb_relative_information_score
-241.787973695104
mean_absolute_error
0.2816722020028115
mean_absolute_error
0.2747072550419743
mean_absolute_error
0.2739738543538321
mean_absolute_error
0.2718260559831687
mean_absolute_error
0.2837585473817401
mean_absolute_error
0.290647440025387
mean_absolute_error
0.27616835608604184
mean_absolute_error
0.27857464009017413
mean_absolute_error
0.2820740708724689
mean_absolute_error
0.2724414877280129
mean_prior_absolute_error
0.2600651974288342
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.2602257782682673
mean_prior_absolute_error
0.2602257782682673
number_of_instances
660 [559,101]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
659 [558,101]
number_of_instances
659 [558,101]
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8467374810318664
predictive_accuracy
0.8467374810318664
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
recall
0.8469696969696969 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8467374810318664 [1,0]
recall
0.8467374810318664 [1,0]
relative_absolute_error
1.0830830299001848
relative_absolute_error
1.0520629386841291
relative_absolute_error
1.049254189846819
relative_absolute_error
1.0410286369206836
relative_absolute_error
1.0867272187243784
relative_absolute_error
1.1131100262619777
relative_absolute_error
1.0576586054527453
relative_absolute_error
1.0668740963953096
relative_absolute_error
1.0839589864985555
relative_absolute_error
1.0469427338868496
root_mean_prior_squared_error
0.360018747598774
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.3602416958959955
root_mean_prior_squared_error
0.3602416958959955
root_mean_squared_error
0.36022932416439085
root_mean_squared_error
0.3545190451830822
root_mean_squared_error
0.3539728052979847
root_mean_squared_error
0.3547545948611423
root_mean_squared_error
0.35845862881391916
root_mean_squared_error
0.36171833033756445
root_mean_squared_error
0.3553478427047979
root_mean_squared_error
0.3581171676185952
root_mean_squared_error
0.3578391681847674
root_mean_squared_error
0.3523070943194622
root_relative_squared_error
1.0005849044446193
root_relative_squared_error
0.9807677314366559
root_relative_squared_error
0.9792565729806959
root_relative_squared_error
0.9814193735036494
root_relative_squared_error
0.9916664872381266
root_relative_squared_error
1.0006843668469785
root_relative_squared_error
0.9830605782561368
root_relative_squared_error
0.9907218437092054
root_relative_squared_error
0.9933307894710731
root_relative_squared_error
0.977974227672901
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
18489.40029800042
usercpu_time_millis
19268.463374999556
usercpu_time_millis
19185.047480999856
usercpu_time_millis
19717.196040999625
usercpu_time_millis
18805.67037300034
usercpu_time_millis
19858.250220000173
usercpu_time_millis
19366.463563000252
usercpu_time_millis
18590.091221999955
usercpu_time_millis
18092.115651000313
usercpu_time_millis
17836.0236110002
usercpu_time_millis_testing
659.7837070003152
usercpu_time_millis_testing
661.2187289997564
usercpu_time_millis_testing
655.9547679999014
usercpu_time_millis_testing
658.1176879999475
usercpu_time_millis_testing
672.4034620001476
usercpu_time_millis_testing
667.6062450001155
usercpu_time_millis_testing
659.169244000168
usercpu_time_millis_testing
669.1164849999041
usercpu_time_millis_testing
660.6761460002417
usercpu_time_millis_testing
658.7454190002973
usercpu_time_millis_training
17829.616591000104
usercpu_time_millis_training
18607.2446459998
usercpu_time_millis_training
18529.092712999955
usercpu_time_millis_training
19059.078352999677
usercpu_time_millis_training
18133.26691100019
usercpu_time_millis_training
19190.643975000057
usercpu_time_millis_training
18707.294319000084
usercpu_time_millis_training
17920.97473700005
usercpu_time_millis_training
17431.43950500007
usercpu_time_millis_training
17177.278191999903