5973706
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)
4008439
bootstrap
false
6902
class_weight
null
6902
criterion
"entropy"
6902
max_depth
null
6902
max_features
0.2785746345551785
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
1
6902
min_samples_split
6
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
7170
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
"median"
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
12870771
description
https://api.openml.org/data/download/12870771/description.xml
-1
12870772
predictions
https://api.openml.org/data/download/12870772/predictions.arff
area_under_roc_curve
0.9999696963130104 [0.99997,0.99997]
average_cost
0
f_measure
0.9977224475747137 [0.998657,0.992593]
kappa
0.9912498614141433
kb_relative_information_score
6297.006279376012
mean_absolute_error
0.01464544811559024
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9977254523340988 [0.997853,0.997024]
predictive_accuracy
0.9977265838132767
prior_entropy
0.6203559250859288
recall
0.9977265838132767 [0.999462,0.988201]
relative_absolute_error
0.05614920192647165
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.05410171660353797
root_relative_squared_error
0.14983278442671
total_cost
0
area_under_roc_curve
0.9999822880320232 [0.999982,0.999982]
area_under_roc_curve
0.9998243024808489 [0.999824,0.999824]
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
0.9999824302480849 [0.999982,0.999982]
area_under_roc_curve
0.9999648604961698 [0.999965,0.999965]
area_under_roc_curve
0.9999472907442547 [0.999947,0.999947]
area_under_roc_curve
0.999982256290145 [0.999982,0.999982]
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
0.9984879021615353 [0.999105,0.995074]
f_measure
0.9938896103896104 [0.996429,0.98]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
1 [1,1]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9954453844244848 [0.997314,0.985222]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
0.9941786621507199
kappa
0.9764302549817868
kappa
1
kappa
0.9941786621507199
kappa
1
kappa
0.9883103081827842
kappa
0.9883103081827842
kappa
0.9825359864521593
kappa
0.994129646620761
kappa
0.9941770563650341
kb_relative_information_score
630.4746972570375
kb_relative_information_score
624.0161407763633
kb_relative_information_score
636.7834567832003
kb_relative_information_score
640.9659765481659
kb_relative_information_score
637.2552541647871
kb_relative_information_score
623.1033973378333
kb_relative_information_score
621.1933326258536
kb_relative_information_score
633.9946371580428
kb_relative_information_score
626.4105357880561
kb_relative_information_score
622.8088509369644
mean_absolute_error
0.013704292929289255
mean_absolute_error
0.01693207070707423
mean_absolute_error
0.013039141414141451
mean_absolute_error
0.011078535353533195
mean_absolute_error
0.013092676767675665
mean_absolute_error
0.018084090909091775
mean_absolute_error
0.01755252525252465
mean_absolute_error
0.01316186868686874
mean_absolute_error
0.015249114820434473
mean_absolute_error
0.01456095093576075
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
0.9984997029114676 [1,0.990196]
precision
0.9939825299255904 [0.992883,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
1 [1,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.995444964890049 [0.996422,0.990099]
precision
0.9984852638979752 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9939393939393939
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
1
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984825493171472
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
0.9984848484848485 [0.998211,1]
recall
0.9939393939393939 [1,0.960784]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
1 [1,1]
recall
0.996969696969697 [1,0.980392]
recall
0.996969696969697 [1,0.980392]
recall
0.9954545454545455 [0.998208,0.980392]
recall
0.9984825493171472 [1,0.990099]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
0.0526956050435752
relative_absolute_error
0.06484577214158439
relative_absolute_error
0.049936786096106286
relative_absolute_error
0.04242813484694191
relative_absolute_error
0.05014181366756265
relative_absolute_error
0.06925773337272433
relative_absolute_error
0.0672219643259035
relative_absolute_error
0.05040680213256819
relative_absolute_error
0.058599555055280216
relative_absolute_error
0.05595506729832828
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
0.0487373496493223
root_mean_squared_error
0.06845482086749496
root_mean_squared_error
0.04575570699073873
root_mean_squared_error
0.03973827728799487
root_mean_squared_error
0.046507080576737
root_mean_squared_error
0.061445684796688785
root_mean_squared_error
0.0628764307091241
root_mean_squared_error
0.05266439349078312
root_mean_squared_error
0.0551850670809652
root_mean_squared_error
0.05315090670751504
root_relative_squared_error
0.13537447695262264
root_relative_squared_error
0.18937848411907987
root_relative_squared_error
0.12658197508800198
root_relative_squared_error
0.10993491209145166
root_relative_squared_error
0.12866063060006447
root_relative_squared_error
0.16998789121046662
root_relative_squared_error
0.1739460126199294
root_relative_squared_error
0.14569467686783555
root_relative_squared_error
0.15318900535294377
root_relative_squared_error
0.1475423509078197
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
19638.743349000037
usercpu_time_millis
19576.239545999895
usercpu_time_millis
19783.78213300016
usercpu_time_millis
20066.583225999922
usercpu_time_millis
19614.836390000164
usercpu_time_millis
19533.84337600005
usercpu_time_millis
19723.44353699987
usercpu_time_millis
19795.05052100012
usercpu_time_millis
18834.41264699991
usercpu_time_millis
19169.886571000003
usercpu_time_millis_testing
37.58465400005662
usercpu_time_millis_testing
37.60720900004344
usercpu_time_millis_testing
39.33952300008059
usercpu_time_millis_testing
36.45218800011207
usercpu_time_millis_testing
37.6009740000427
usercpu_time_millis_testing
39.6490520001862
usercpu_time_millis_testing
37.98338599995077
usercpu_time_millis_testing
36.72245400002794
usercpu_time_millis_testing
37.71587400001408
usercpu_time_millis_testing
37.68169599993598
usercpu_time_millis_training
19601.15869499998
usercpu_time_millis_training
19538.632336999854
usercpu_time_millis_training
19744.44261000008
usercpu_time_millis_training
20030.13103799981
usercpu_time_millis_training
19577.23541600012
usercpu_time_millis_training
19494.194323999865
usercpu_time_millis_training
19685.460150999916
usercpu_time_millis_training
19758.328067000093
usercpu_time_millis_training
18796.696772999894
usercpu_time_millis_training
19132.20487500007