5996601
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
6969
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1)
4031334
bootstrap
true
6902
class_weight
null
6902
criterion
"gini"
6902
max_depth
null
6902
max_features
0.2542777827995226
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
4
6902
min_samples_split
16
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
3322
6902
verbose
0
6902
warm_start
false
6902
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
false
6948
threshold
0.0
6949
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12916339
description
https://api.openml.org/data/download/12916339/description.xml
-1
12916340
predictions
https://api.openml.org/data/download/12916340/predictions.arff
area_under_roc_curve
0.9997697272157237 [0.99977,0.99977]
average_cost
0
f_measure
0.9937594174023558 [0.996334,0.979632]
kappa
0.9759665811116116
kb_relative_information_score
5932.87679164999
mean_absolute_error
0.031050744635354784
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9937716527922813 [0.994466,0.98996]
predictive_accuracy
0.9937859957562898
prior_entropy
0.6203559250859288
recall
0.9937859957562898 [0.998208,0.969518]
relative_absolute_error
0.11904548886024831
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.0840780329092199
root_relative_squared_error
0.23285112877703315
total_cost
0
area_under_roc_curve
0.9992560973449759 [0.999256,0.999256]
area_under_roc_curve
0.9995958957059525 [0.999596,0.999596]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.999841872232764 [0.999842,0.999842]
area_under_roc_curve
0.9995958957059525 [0.999596,0.999596]
area_under_roc_curve
0.9993499191791412 [0.99935,0.99935]
area_under_roc_curve
0.9998243024808489 [0.999824,0.999824]
area_under_roc_curve
0.9999467688704353 [0.999947,0.999947]
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
0.9939145021645022 [0.996429,0.98]
f_measure
0.9907956571058175 [0.994652,0.969697]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
1 [1,1]
f_measure
0.9939148118747474 [0.996422,0.980198]
f_measure
0.9893290069273423 [0.993744,0.965174]
f_measure
0.9862801517637259 [0.991957,0.955224]
f_measure
0.9939393939393939 [0.996416,0.980392]
f_measure
0.9954194360886108 [0.997319,0.984925]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
0.9764289923394224
kappa
0.9643551523007131
kappa
0.9823943661971832
kappa
1
kappa
0.9766206163655684
kappa
0.9589201877934271
kappa
0.9471830985915491
kappa
0.9768079274720639
kappa
0.9822443755893844
kappa
0.9941770563650341
kb_relative_information_score
583.3938499150935
kb_relative_information_score
584.5692691261279
kb_relative_information_score
600.3031697173209
kb_relative_information_score
608.127360395742
kb_relative_information_score
599.885577846174
kb_relative_information_score
585.0336412108509
kb_relative_information_score
570.1121812562363
kb_relative_information_score
605.8743491217305
kb_relative_information_score
600.6587790968599
kb_relative_information_score
594.9186139639885
mean_absolute_error
0.03402181946490997
mean_absolute_error
0.03560542597368615
mean_absolute_error
0.028928736526180783
mean_absolute_error
0.026457011949073638
mean_absolute_error
0.028215739276077335
mean_absolute_error
0.03488156935297537
mean_absolute_error
0.039441337398987655
mean_absolute_error
0.026324854746027252
mean_absolute_error
0.027968408787598053
mean_absolute_error
0.028654241607008014
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
0.9939249896469147 [0.994652,0.989899]
precision
0.9910058027079305 [0.989362,1]
precision
0.995478852698104 [0.994652,1]
precision
1 [1,1]
precision
0.9939253246753247 [0.994643,0.99]
precision
0.9893426241019825 [0.991087,0.979798]
precision
0.9862745098039215 [0.989305,0.969697]
precision
0.9939393939393939 [0.996416,0.980392]
precision
0.9954719920800434 [0.994652,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.990909090909091
predictive_accuracy
0.9954545454545455
predictive_accuracy
1
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9893939393939394
predictive_accuracy
0.9863636363636364
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9954476479514416
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
0.9939393939393939 [0.998211,0.970297]
recall
0.990909090909091 [1,0.941176]
recall
0.9954545454545455 [1,0.970588]
recall
1 [1,1]
recall
0.9939393939393939 [0.998208,0.970588]
recall
0.9893939393939394 [0.996416,0.95098]
recall
0.9863636363636363 [0.994624,0.941176]
recall
0.9939393939393939 [0.996416,0.980392]
recall
0.9954476479514416 [1,0.970297]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
0.13082034736393325
relative_absolute_error
0.13636024675523348
relative_absolute_error
0.11079012659313393
relative_absolute_error
0.10132401394237123
relative_absolute_error
0.10805951803274873
relative_absolute_error
0.13358804940844488
relative_absolute_error
0.15105086803503223
relative_absolute_error
0.10081788353316884
relative_absolute_error
0.10747747196192593
relative_absolute_error
0.11011300186205342
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
0.09675076368779655
root_mean_squared_error
0.09576183614769723
root_mean_squared_error
0.07695062730343306
root_mean_squared_error
0.06808964837269349
root_mean_squared_error
0.07879473513021888
root_mean_squared_error
0.09352609375829371
root_mean_squared_error
0.1018284172473666
root_mean_squared_error
0.074721927280646
root_mean_squared_error
0.07500979980364722
root_mean_squared_error
0.07115256830049956
root_relative_squared_error
0.26873812637007805
root_relative_squared_error
0.2649226327129567
root_relative_squared_error
0.212881911983151
root_relative_squared_error
0.18836824389595008
root_relative_squared_error
0.2179835883934191
root_relative_squared_error
0.2587375094561802
root_relative_squared_error
0.2817056717726115
root_relative_squared_error
0.20671627125072473
root_relative_squared_error
0.20822076027896316
root_relative_squared_error
0.1975134169950217
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
13419.090901000005
usercpu_time_millis
13278.963853999983
usercpu_time_millis
13691.780542999937
usercpu_time_millis
13353.64587600003
usercpu_time_millis
13867.511330000014
usercpu_time_millis
13443.045631000019
usercpu_time_millis
13168.765111999961
usercpu_time_millis
13241.334567999957
usercpu_time_millis
13282.274561000007
usercpu_time_millis
13182.258341000079
usercpu_time_millis_testing
37.92180400000689
usercpu_time_millis_testing
37.95922699998755
usercpu_time_millis_testing
37.687756999957855
usercpu_time_millis_testing
37.66994700004034
usercpu_time_millis_testing
39.23456000001124
usercpu_time_millis_testing
38.20689100001573
usercpu_time_millis_testing
38.20297400000072
usercpu_time_millis_testing
38.71675899995353
usercpu_time_millis_testing
38.89869599998974
usercpu_time_millis_testing
38.979930000039076
usercpu_time_millis_training
13381.169096999998
usercpu_time_millis_training
13241.004626999995
usercpu_time_millis_training
13654.09278599998
usercpu_time_millis_training
13315.97592899999
usercpu_time_millis_training
13828.276770000002
usercpu_time_millis_training
13404.838740000003
usercpu_time_millis_training
13130.56213799996
usercpu_time_millis_training
13202.617809000003
usercpu_time_millis_training
13243.375865000018
usercpu_time_millis_training
13143.27841100004