6128315
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)
4162008
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
true
6948
threshold
0.0
6949
C
82.913771412054
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.9810003318224059
6953
decision_function_shape
null
6953
degree
4
6953
gamma
0.011339053935862565
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
63281
6953
shrinking
true
6953
tol
3.425884197747403e-05
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13185387
description
https://api.openml.org/data/download/13185387/description.xml
-1
13185388
predictions
https://api.openml.org/data/download/13185388/predictions.arff
area_under_roc_curve
0.9999700486814637 [0.99997,0.99997]
average_cost
0
f_measure
0.9981812670506214 [0.998925,0.9941]
kappa
0.9930252188340233
kb_relative_information_score
6476.052734503135
mean_absolute_error
0.005439599366595309
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9981812670506214 [0.998925,0.9941]
predictive_accuracy
0.9981812670506214
prior_entropy
0.6203559250859288
recall
0.9981812670506214 [0.998925,0.9941]
relative_absolute_error
0.020854886844256723
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.03878801521065061
root_relative_squared_error
0.10742203179958444
total_cost
0
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
0.999841872232764 [0.999842,0.999842]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9999121512404247 [0.999912,0.999912]
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
0.9984817948081617 [0.999105,0.995074]
f_measure
0.996969696969697 [0.998208,0.990196]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
1 [1,1]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984856064092471 [0.999103,0.995074]
f_measure
1 [1,1]
kappa
1
kappa
0.9941786621507199
kappa
0.988403963736032
kappa
0.9826753464930702
kappa
0.9941786621507199
kappa
1
kappa
0.9826753464930702
kappa
0.9941786621507199
kappa
0.9941770563650341
kappa
1
kb_relative_information_score
649.3201365649712
kb_relative_information_score
646.4317119994764
kb_relative_information_score
648.6483642038619
kb_relative_information_score
644.3576599552061
kb_relative_information_score
653.1907462386571
kb_relative_information_score
648.8845356043116
kb_relative_information_score
637.1344234637538
kb_relative_information_score
651.3460885291883
kb_relative_information_score
647.290951158196
kb_relative_information_score
649.4481167855376
mean_absolute_error
0.0035594821350855912
mean_absolute_error
0.0073522057177178215
mean_absolute_error
0.005013990449240182
mean_absolute_error
0.00685374250620227
mean_absolute_error
0.00427278048735244
mean_absolute_error
0.005840643005996744
mean_absolute_error
0.00886414126581703
mean_absolute_error
0.004959199510000377
mean_absolute_error
0.004415927691781863
mean_absolute_error
0.0032590259799988837
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
0.9984875589526753 [0.998211,1]
precision
0.996969696969697 [0.998208,0.990196]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9984875589526753 [0.998211,1]
precision
1 [1,1]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984848484848484
predictive_accuracy
1
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984825493171472
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
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.996969696969697 [0.998208,0.990196]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
1 [1,1]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984825493171472 [0.998208,1]
recall
1 [1,1]
relative_absolute_error
0.013686883790206604
relative_absolute_error
0.028157185553801957
relative_absolute_error
0.019202381552521342
relative_absolute_error
0.026248190936776456
relative_absolute_error
0.01636372506867122
relative_absolute_error
0.022368262693880977
relative_absolute_error
0.03394753628768122
relative_absolute_error
0.01899254538878011
relative_absolute_error
0.01696960124845692
relative_absolute_error
0.012523839881224783
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
0.022794372946957676
root_mean_squared_error
0.04369641688065173
root_mean_squared_error
0.04047970064662702
root_mean_squared_error
0.05768313693913589
root_mean_squared_error
0.0286966587457969
root_mean_squared_error
0.028707687829685417
root_mean_squared_error
0.059360835032165826
root_mean_squared_error
0.034855736960096265
root_mean_squared_error
0.028658864593768225
root_mean_squared_error
0.02097501358871582
root_relative_squared_error
0.06331440542746697
root_relative_squared_error
0.12088500247938809
root_relative_squared_error
0.11198604055791889
root_relative_squared_error
0.15957890027806607
root_relative_squared_error
0.07938856115160883
root_relative_squared_error
0.0794190728257548
root_relative_squared_error
0.16422020848165453
root_relative_squared_error
0.09642749107668463
root_relative_squared_error
0.07955454607354019
root_relative_squared_error
0.058224835791277935
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
10391.28209500001
usercpu_time_millis
9816.537206999996
usercpu_time_millis
9943.90738299998
usercpu_time_millis
9840.477722999978
usercpu_time_millis
9976.601864000002
usercpu_time_millis
9935.210672000012
usercpu_time_millis
9746.766701000011
usercpu_time_millis
10056.102033999961
usercpu_time_millis
9943.000325000015
usercpu_time_millis
9698.109869000007
usercpu_time_millis_testing
276.6880940000078
usercpu_time_millis_testing
278.7963449999893
usercpu_time_millis_testing
280.52070999999046
usercpu_time_millis_testing
274.34243299998684
usercpu_time_millis_testing
281.00559800000724
usercpu_time_millis_testing
283.860949000001
usercpu_time_millis_testing
277.41142900001137
usercpu_time_millis_testing
278.40063599998643
usercpu_time_millis_testing
283.67002600001
usercpu_time_millis_testing
273.23137900000916
usercpu_time_millis_training
10114.594001000001
usercpu_time_millis_training
9537.740862000006
usercpu_time_millis_training
9663.38667299999
usercpu_time_millis_training
9566.135289999991
usercpu_time_millis_training
9695.596265999995
usercpu_time_millis_training
9651.34972300001
usercpu_time_millis_training
9469.355272
usercpu_time_millis_training
9777.701397999976
usercpu_time_millis_training
9659.330299000005
usercpu_time_millis_training
9424.878489999997