5967795
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)
4002529
bootstrap
false
6902
class_weight
null
6902
criterion
"gini"
6902
max_depth
null
6902
max_features
0.5961894793483584
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
7
6902
min_samples_split
14
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
56796
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
12858971
description
https://api.openml.org/data/download/12858971/description.xml
-1
12858970
predictions
https://api.openml.org/data/download/12858970/predictions.arff
area_under_roc_curve
0.9998003832711668 [0.9998,0.9998]
average_cost
0
f_measure
0.9954365295084736 [0.997317,0.985119]
kappa
0.9824359369567797
kb_relative_information_score
6194.3365716902235
mean_absolute_error
0.017497095739635087
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9954484765879061 [0.995714,0.993994]
predictive_accuracy
0.9954531676265534
prior_entropy
0.6203559250859288
recall
0.9954531676265534 [0.998925,0.976401]
relative_absolute_error
0.06708213733424455
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.06981011453364173
root_relative_squared_error
0.1933366351085255
total_cost
0
area_under_roc_curve
0.9994332170247436 [0.999433,0.999433]
area_under_roc_curve
0.9996837444655281 [0.999684,0.999684]
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
0.999490477194462 [0.99949,0.99949]
area_under_roc_curve
0.9998945814885095 [0.999895,0.999895]
area_under_roc_curve
0.9998945814885095 [0.999895,0.999895]
area_under_roc_curve
0.9998935377408709 [0.999894,0.999894]
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
0.9938896103896104 [0.996429,0.98]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
1 [1,1]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9892843505500906 [0.993756,0.964824]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9954194360886108 [0.997319,0.984925]
f_measure
1 [1,1]
kappa
0.9764289923394224
kappa
0.9764302549817868
kappa
0.9823943661971832
kappa
1
kappa
0.9823943661971832
kappa
0.9585843373493975
kappa
0.9826753464930702
kappa
0.9826753464930702
kappa
0.9822443755893844
kappa
1
kb_relative_information_score
616.0083448728468
kb_relative_information_score
613.1260075587697
kb_relative_information_score
625.0530859413452
kb_relative_information_score
634.19538566419
kb_relative_information_score
620.8413508706044
kb_relative_information_score
604.385120882337
kb_relative_information_score
605.6890335351326
kb_relative_information_score
629.4461929331542
kb_relative_information_score
621.965258016059
kb_relative_information_score
623.6267914160567
mean_absolute_error
0.018429215145129824
mean_absolute_error
0.020088417979327717
mean_absolute_error
0.016904424615788703
mean_absolute_error
0.012952766131178479
mean_absolute_error
0.017095260799808443
mean_absolute_error
0.023597408694003685
mean_absolute_error
0.02238443799467387
mean_absolute_error
0.013892034859088265
mean_absolute_error
0.01584586527113409
mean_absolute_error
0.013772981444454442
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
0.9939825299255904 [0.992883,1]
precision
0.995478852698104 [0.994652,1]
precision
1 [1,1]
precision
0.995478852698104 [0.994652,1]
precision
0.9893965751155693 [0.989343,0.989691]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9954719920800434 [0.994652,1]
precision
1 [1,1]
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9954545454545455
predictive_accuracy
1
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9893939393939394
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954476479514416
predictive_accuracy
1
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
0.9939393939393939 [1,0.960784]
recall
0.9954545454545455 [1,0.970588]
recall
1 [1,1]
recall
0.9954545454545455 [1,0.970588]
recall
0.9893939393939394 [0.998208,0.941176]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9954476479514416 [1,0.970297]
recall
1 [1,1]
relative_absolute_error
0.07086382694544473
relative_absolute_error
0.0769338256087098
relative_absolute_error
0.06473989423880917
relative_absolute_error
0.04960598946676422
relative_absolute_error
0.06547075107961739
relative_absolute_error
0.09037241893065627
relative_absolute_error
0.0857270319048215
relative_absolute_error
0.053203163549217496
relative_absolute_error
0.060892757729784
relative_absolute_error
0.052927044876606516
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
0.07734185547944844
root_mean_squared_error
0.08354099853449233
root_mean_squared_error
0.0647760035266482
root_mean_squared_error
0.048423988181726677
root_mean_squared_error
0.06885561727779636
root_mean_squared_error
0.08938637692177838
root_mean_squared_error
0.07790567788045777
root_mean_squared_error
0.06086288866560735
root_mean_squared_error
0.06393102687958414
root_mean_squared_error
0.0513466986134735
root_relative_squared_error
0.21482729995395336
root_relative_squared_error
0.23111400283816677
root_relative_squared_error
0.17920113148661743
root_relative_squared_error
0.1339637057060817
root_relative_squared_error
0.19048727697926673
root_relative_squared_error
0.24728509033877416
root_relative_squared_error
0.21552403460128022
root_relative_squared_error
0.16837560084937864
root_relative_squared_error
0.17746703840202196
root_relative_squared_error
0.14253402423548905
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
32601.33599000005
usercpu_time_millis
33618.48028900011
usercpu_time_millis
33640.3231270001
usercpu_time_millis
32372.965805000036
usercpu_time_millis
33279.110760999974
usercpu_time_millis
35105.67826900001
usercpu_time_millis
33581.081724
usercpu_time_millis
32315.479040000017
usercpu_time_millis
32118.00386499988
usercpu_time_millis
32864.154444999935
usercpu_time_millis_testing
32.02209200003381
usercpu_time_millis_testing
29.697817000055693
usercpu_time_millis_testing
31.40532300005816
usercpu_time_millis_testing
31.308942000009665
usercpu_time_millis_testing
32.41931900004147
usercpu_time_millis_testing
31.27202500002113
usercpu_time_millis_testing
31.014862999995785
usercpu_time_millis_testing
31.387801000050786
usercpu_time_millis_testing
29.611027999976614
usercpu_time_millis_testing
32.937253000000055
usercpu_time_millis_training
32569.31389800002
usercpu_time_millis_training
33588.78247200005
usercpu_time_millis_training
33608.91780400004
usercpu_time_millis_training
32341.656863000026
usercpu_time_millis_training
33246.69144199993
usercpu_time_millis_training
35074.40624399999
usercpu_time_millis_training
33550.06686100001
usercpu_time_millis_training
32284.091238999965
usercpu_time_millis_training
32088.3928369999
usercpu_time_millis_training
32831.21719199994