6139956
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)
4173295
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
1.2398572636435579
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.01516416945152943
6953
decision_function_shape
null
6953
degree
5
6953
gamma
0.004415264695963956
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
13302
6953
shrinking
true
6953
tol
1.1259103176449982e-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
13210807
description
https://api.openml.org/data/download/13210807/description.xml
-1
13210808
predictions
https://api.openml.org/data/download/13210808/predictions.arff
area_under_roc_curve
0.9998976369642963 [0.999898,0.999898]
average_cost
0
f_measure
0.997576967834318 [0.998566,0.992149]
kappa
0.9907152236453618
kb_relative_information_score
6423.186518338914
mean_absolute_error
0.008000993882594011
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9975803082582996 [0.998924,0.990206]
predictive_accuracy
0.997575022734162
prior_entropy
0.6203559250859288
recall
0.9975750227341619 [0.998208,0.9941]
relative_absolute_error
0.030675020496505306
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.04580739622245538
root_relative_squared_error
0.12686195844106013
total_cost
0
area_under_roc_curve
0.9999468640960696 [0.999947,0.999947]
area_under_roc_curve
0.9999121512404247 [0.999912,0.999912]
area_under_roc_curve
0.9999297209923396 [0.99993,0.99993]
area_under_roc_curve
0.9995607562021224 [0.999561,0.999561]
area_under_roc_curve
0.9999472907442547 [0.999947,0.999947]
area_under_roc_curve
0.9999824302480849 [0.999982,0.999982]
area_under_roc_curve
0.9998770117365942 [0.999877,0.999877]
area_under_roc_curve
1 [1,1]
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
0.9984879021615353 [0.999105,0.995074]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9954635936086225 [0.997309,0.985366]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984878645362075 [0.999103,0.995122]
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
0.9984856064092471 [0.999103,0.995074]
kappa
0.9941786621507199
kappa
0.9941786621507199
kappa
0.9826753464930702
kappa
0.9826753464930702
kappa
0.9941786621507199
kappa
0.9942251154976902
kappa
0.9826753464930702
kappa
0.9941786621507199
kappa
0.9941770563650341
kappa
0.9941770563650341
kb_relative_information_score
646.8866724512077
kb_relative_information_score
641.0137997250382
kb_relative_information_score
643.8719198738944
kb_relative_information_score
638.0015467192322
kb_relative_information_score
647.1727950384263
kb_relative_information_score
642.853866062996
kb_relative_information_score
636.4904074767782
kb_relative_information_score
646.3328019770772
kb_relative_information_score
638.9140156977774
kb_relative_information_score
641.648693316499
mean_absolute_error
0.004621874071046337
mean_absolute_error
0.00852437983146426
mean_absolute_error
0.007284854310763517
mean_absolute_error
0.010022497854592466
mean_absolute_error
0.006774923683135977
mean_absolute_error
0.008185413460995218
mean_absolute_error
0.010373351547714444
mean_absolute_error
0.007794773448930978
mean_absolute_error
0.008679169047162736
mean_absolute_error
0.007749347826358123
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
0.9984875589526753 [0.998211,1]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984995586937335 [1,0.990291]
precision
0.9954812456721086 [0.998205,0.980583]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984848484848484
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
0.9984848484848485 [1,0.990196]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984848484848485 [0.998208,1]
recall
0.9954545454545455 [0.996416,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984825493171472 [0.998208,1]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
0.01777198224422587
relative_absolute_error
0.032646331435912404
relative_absolute_error
0.027899245809494766
relative_absolute_error
0.038383764361253576
relative_absolute_error
0.02594633373753329
relative_absolute_error
0.03134817148823915
relative_absolute_error
0.03972744990526182
relative_absolute_error
0.0298521138795782
relative_absolute_error
0.0333524568738742
relative_absolute_error
0.029779324238851167
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
0.04024869636267288
root_mean_squared_error
0.04693492216492605
root_mean_squared_error
0.05016133492051106
root_mean_squared_error
0.0654764684623339
root_mean_squared_error
0.03885051587131486
root_mean_squared_error
0.041137481714700386
root_mean_squared_error
0.05294267629836584
root_mean_squared_error
0.03786674045101056
root_mean_squared_error
0.0434185320136058
root_mean_squared_error
0.03211577795086043
root_relative_squared_error
0.11179611237226007
root_relative_squared_error
0.1298442432424988
root_relative_squared_error
0.13877003033904034
root_relative_squared_error
0.181138949539717
root_relative_squared_error
0.10747894318787807
root_relative_squared_error
0.11380577479979333
root_relative_squared_error
0.14646453902784948
root_relative_squared_error
0.10475735403681646
root_relative_squared_error
0.12052611485079469
root_relative_squared_error
0.08915064057474485
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
12505.99704299998
usercpu_time_millis
11619.806968000148
usercpu_time_millis
11664.608818000033
usercpu_time_millis
11949.827756000104
usercpu_time_millis
11926.310585999887
usercpu_time_millis
11684.513681000113
usercpu_time_millis
12256.767168000011
usercpu_time_millis
11900.894704999928
usercpu_time_millis
12051.990423999769
usercpu_time_millis
11394.18248800007
usercpu_time_millis_testing
328.9797009999802
usercpu_time_millis_testing
299.1109100000813
usercpu_time_millis_testing
379.5349620000934
usercpu_time_millis_testing
312.9340640000464
usercpu_time_millis_testing
307.21352699993076
usercpu_time_millis_testing
316.7279320000489
usercpu_time_millis_testing
307.11374899988186
usercpu_time_millis_testing
326.8930070000806
usercpu_time_millis_testing
313.06753599983494
usercpu_time_millis_testing
311.1978189999718
usercpu_time_millis_training
12177.017342
usercpu_time_millis_training
11320.696058000067
usercpu_time_millis_training
11285.07385599994
usercpu_time_millis_training
11636.893692000058
usercpu_time_millis_training
11619.097058999956
usercpu_time_millis_training
11367.785749000064
usercpu_time_millis_training
11949.65341900013
usercpu_time_millis_training
11574.001697999847
usercpu_time_millis_training
11738.922887999934
usercpu_time_millis_training
11082.984669000098