5997386
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
6970
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1)
4032119
class_weight
null
6941
criterion
"gini"
6941
max_depth
8
6941
max_features
null
6941
max_leaf_nodes
null
6941
min_impurity_split
1e-07
6941
min_samples_leaf
1
6941
min_samples_split
2
6941
min_weight_fraction_leaf
0.0
6941
presort
false
6941
random_state
37499
6941
splitter
"best"
6941
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
false
6948
threshold
0.0
6949
algorithm
"SAMME"
6971
learning_rate
0.01799888946656386
6971
n_estimators
500
6971
random_state
23740
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12917905
description
https://api.openml.org/data/download/12917905/description.xml
-1
12917906
predictions
https://api.openml.org/data/download/12917906/predictions.arff
area_under_roc_curve
0.9999133173604712 [0.999913,0.999913]
average_cost
0
f_measure
0.998177588102532 [0.998926,0.994071]
kappa
0.9929970633588162
kb_relative_information_score
-5028.268012647591
mean_absolute_error
0.30522870965378573
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9981827438602976 [0.998033,0.999007]
predictive_accuracy
0.9981812670506214
prior_entropy
0.6203559250859288
recall
0.9981812670506214 [0.999821,0.989184]
relative_absolute_error
1.1702167333386573
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.3075681207910797
root_relative_squared_error
0.8517989970027035
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9995607562021224 [0.999561,0.999561]
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
1 [1,1]
area_under_roc_curve
0.9996661747136131 [0.999666,0.999666]
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
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
1
kappa
0.9823943661971832
kappa
0.9823943661971832
kappa
1
kappa
1
kappa
0.9941786621507199
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
0.994129646620761
kappa
0.9941770563650341
kb_relative_information_score
-494.41665910718774
kb_relative_information_score
-509.19853442991933
kb_relative_information_score
-515.09560287032
kb_relative_information_score
-510.8793048902342
kb_relative_information_score
-487.5264581781974
kb_relative_information_score
-512.2905476598072
kb_relative_information_score
-487.255718041314
kb_relative_information_score
-478.8447922650963
kb_relative_information_score
-517.5880508119895
kb_relative_information_score
-515.172344393512
mean_absolute_error
0.30235593979108805
mean_absolute_error
0.3073371261056697
mean_absolute_error
0.30900746461268935
mean_absolute_error
0.30728588425761355
mean_absolute_error
0.30200395746681363
mean_absolute_error
0.30704382736627267
mean_absolute_error
0.30224321526907455
mean_absolute_error
0.29970976654678483
mean_absolute_error
0.30791263169086674
mean_absolute_error
0.3073946316795659
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
0.995478852698104 [0.994652,1]
precision
0.995478852698104 [0.994652,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.9984852638979752 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
1
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954545454545455
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
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
1 [1,1]
recall
0.9954545454545455 [1,0.970588]
recall
0.9954545454545455 [1,0.970588]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.996969696969697 [1,0.980392]
recall
0.9984825493171472 [1,0.990099]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
1.162615923931254
relative_absolute_error
1.1770275233832495
relative_absolute_error
1.1834245194801447
relative_absolute_error
1.176831279388014
relative_absolute_error
1.156602765872438
relative_absolute_error
1.1759042595159181
relative_absolute_error
1.1575190659043075
relative_absolute_error
1.1478165645729523
relative_absolute_error
1.1832518428417915
relative_absolute_error
1.1812612636810795
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
0.3044819576971836
root_mean_squared_error
0.3101160365769153
root_mean_squared_error
0.3117072741318342
root_mean_squared_error
0.3094483054283334
root_mean_squared_error
0.30405450141062185
root_mean_squared_error
0.30912692749849996
root_mean_squared_error
0.30467760064351623
root_mean_squared_error
0.30191586128554393
root_mean_squared_error
0.3103016803518708
root_mean_squared_error
0.309689809077206
root_relative_squared_error
0.8457391725514143
root_relative_squared_error
0.8579279612992212
root_relative_squared_error
0.862330078669555
root_relative_squared_error
0.8560807004180292
root_relative_squared_error
0.8411588816832051
root_relative_squared_error
0.8551916167215136
root_relative_squared_error
0.842882669528764
root_relative_squared_error
0.8352423893188841
root_relative_squared_error
0.861370807119055
root_relative_squared_error
0.859672305025501
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
159829.219063
usercpu_time_millis
158569.76653000037
usercpu_time_millis
157500.0348029998
usercpu_time_millis
160096.2363409999
usercpu_time_millis
156937.14325399924
usercpu_time_millis
157112.217537001
usercpu_time_millis
160550.97424900034
usercpu_time_millis
157243.2307530007
usercpu_time_millis
157075.08889400013
usercpu_time_millis
159541.57892500007
usercpu_time_millis_testing
170.4469380001683
usercpu_time_millis_testing
170.55491600058303
usercpu_time_millis_testing
170.3742310000962
usercpu_time_millis_testing
169.64176500005124
usercpu_time_millis_testing
169.93733099934616
usercpu_time_millis_testing
170.15269600051397
usercpu_time_millis_testing
170.19143400011671
usercpu_time_millis_testing
169.83483000058186
usercpu_time_millis_testing
170.3915819998656
usercpu_time_millis_testing
169.90319500018813
usercpu_time_millis_training
159658.7721249998
usercpu_time_millis_training
158399.2116139998
usercpu_time_millis_training
157329.66057199973
usercpu_time_millis_training
159926.59457599983
usercpu_time_millis_training
156767.20592299988
usercpu_time_millis_training
156942.0648410005
usercpu_time_millis_training
160380.78281500022
usercpu_time_millis_training
157073.39592300012
usercpu_time_millis_training
156904.69731200027
usercpu_time_millis_training
159371.67572999987