6132610
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)
4165949
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
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
18.82727613397318
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.855190509065854
6953
decision_function_shape
null
6953
degree
2
6953
gamma
0.008193836766608628
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
33078
6953
shrinking
true
6953
tol
0.00014061316827721165
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13196148
description
https://api.openml.org/data/download/13196148/description.xml
-1
13196149
predictions
https://api.openml.org/data/download/13196149/predictions.arff
area_under_roc_curve
0.9999622965754895 [0.999962,0.999962]
average_cost
0
f_measure
0.9986356759078239 [0.999194,0.995573]
kappa
0.9947668101089344
kb_relative_information_score
6493.697987349767
mean_absolute_error
0.004995183952236774
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9986354893495637 [0.999104,0.996063]
predictive_accuracy
0.9986359502879661
prior_entropy
0.6203559250859288
recall
0.998635950287966 [0.999283,0.995084]
relative_absolute_error
0.01915104202891846
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.034029782872407995
root_relative_squared_error
0.09424427617654967
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9999297209923396 [0.99993,0.99993]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9997364537212735 [0.999736,0.999736]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
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]
f_measure
0.9954453844244848 [0.997314,0.985222]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9969816869783752 [0.998205,0.990291]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
1
kappa
0.9825359864521593
kappa
1
kappa
1
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
0.9884961305166282
kappa
1
kappa
1
kappa
0.9941770563650341
kb_relative_information_score
649.1814983399967
kb_relative_information_score
639.893424444529
kb_relative_information_score
651.9314259729891
kb_relative_information_score
651.3704630640208
kb_relative_information_score
653.789798842101
kb_relative_information_score
650.3670400005107
kb_relative_information_score
644.4609577848951
kb_relative_information_score
653.5921926841974
kb_relative_information_score
650.5395521382887
kb_relative_information_score
648.5716340783245
mean_absolute_error
0.0038424056400408156
mean_absolute_error
0.009221570139681945
mean_absolute_error
0.004977679094306721
mean_absolute_error
0.00482958413826592
mean_absolute_error
0.003660047757089641
mean_absolute_error
0.00512942609577061
mean_absolute_error
0.00712644087085293
mean_absolute_error
0.0038620449659027083
mean_absolute_error
0.003533966216918953
mean_absolute_error
0.0037645961102388942
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]
precision
1 [1,1]
precision
0.995444964890049 [0.996422,0.990099]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.997027972027972 [1,0.980769]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
1
predictive_accuracy
0.9954545454545455
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9969696969696971
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9984825493171472
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
1 [1,1]
recall
0.9954545454545455 [0.998208,0.980392]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.996969696969697 [1,0.980392]
recall
0.996969696969697 [0.996416,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
0.014774778317242061
relative_absolute_error
0.035316403197844994
relative_absolute_error
0.01906331776706339
relative_absolute_error
0.018496149584218073
relative_absolute_error
0.014017105585579186
relative_absolute_error
0.019644472408473244
relative_absolute_error
0.027292560306798715
relative_absolute_error
0.014790706476015792
relative_absolute_error
0.013580384850557656
relative_absolute_error
0.014466653285816916
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
0.02195683570747045
root_mean_squared_error
0.05402316390357438
root_mean_squared_error
0.022296054099041007
root_mean_squared_error
0.023108435602071955
root_mean_squared_error
0.03036829628270421
root_mean_squared_error
0.04135149869608634
root_mean_squared_error
0.053626003530152754
root_mean_squared_error
0.025738594974979042
root_mean_squared_error
0.02136998412221997
root_mean_squared_error
0.022791066202825533
root_relative_squared_error
0.060988034245206685
root_relative_squared_error
0.1494536799267779
root_relative_squared_error
0.06168145462372163
root_relative_squared_error
0.06392888695384454
root_relative_squared_error
0.08401310298408012
root_relative_squared_error
0.11439784722065419
root_relative_squared_error
0.148354946068189
root_relative_squared_error
0.07120515455224898
root_relative_squared_error
0.05932124006097741
root_relative_squared_error
0.06326604183377342
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
10048.957645999963
usercpu_time_millis
9401.048491999973
usercpu_time_millis
9795.813120000048
usercpu_time_millis
9489.045320999936
usercpu_time_millis
9765.978720000021
usercpu_time_millis
9623.516945999994
usercpu_time_millis
9353.49635800003
usercpu_time_millis
9619.836935999956
usercpu_time_millis
9591.901656999995
usercpu_time_millis
9435.41659399989
usercpu_time_millis_testing
205.7069899999533
usercpu_time_millis_testing
199.385570000004
usercpu_time_millis_testing
207.5456679999661
usercpu_time_millis_testing
207.23261399996318
usercpu_time_millis_testing
208.37800300000708
usercpu_time_millis_testing
209.50775500000418
usercpu_time_millis_testing
205.93024499999046
usercpu_time_millis_testing
204.36530899996797
usercpu_time_millis_testing
202.15230199994494
usercpu_time_millis_testing
204.08279099990523
usercpu_time_millis_training
9843.25065600001
usercpu_time_millis_training
9201.662921999969
usercpu_time_millis_training
9588.267452000082
usercpu_time_millis_training
9281.812706999972
usercpu_time_millis_training
9557.600717000014
usercpu_time_millis_training
9414.00919099999
usercpu_time_millis_training
9147.566113000039
usercpu_time_millis_training
9415.471626999988
usercpu_time_millis_training
9389.749355000049
usercpu_time_millis_training
9231.333802999983