7511354
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)
5543247
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
78.67902286375647
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.015498818073061305
6953
decision_function_shape
null
6953
degree
5
6953
gamma
0.00010291806007944414
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
56168
6953
shrinking
false
6953
tol
0.0996948820985803
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
15949001
description
https://api.openml.org/data/download/15949001/description.xml
-1
15949002
predictions
https://api.openml.org/data/download/15949002/predictions.arff
area_under_roc_curve
0.6904477493081685 [0.690448,0.690448]
average_cost
0
kappa
0
kb_relative_information_score
-2703.3340770790833
mean_absolute_error
0.27839911186839816
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
predictive_accuracy
0.8458623825401637
prior_entropy
0.6203559250859288
recall
0.8458623825401637 [1,0]
relative_absolute_error
1.06735470468867
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.35664560741730783
root_relative_squared_error
0.9877173547834527
total_cost
0
area_under_roc_curve
0.6741706370994881 [0.674171,0.674171]
area_under_roc_curve
0.6967109424414927 [0.696711,0.696711]
area_under_roc_curve
0.7023859723100709 [0.702386,0.702386]
area_under_roc_curve
0.705205917492445 [0.705206,0.705206]
area_under_roc_curve
0.6907020872865275 [0.690702,0.690702]
area_under_roc_curve
0.6874868226860636 [0.687487,0.687487]
area_under_roc_curve
0.7064445850024597 [0.706445,0.706445]
area_under_roc_curve
0.7049335863377609 [0.704934,0.704934]
area_under_roc_curve
0.6921732495830228 [0.692173,0.692173]
area_under_roc_curve
0.7238280279640867 [0.723828,0.723828]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-293.02675249549657
kb_relative_information_score
-245.30307715368934
kb_relative_information_score
-249.78965767671343
kb_relative_information_score
-239.8703450873761
kb_relative_information_score
-287.4322587685147
kb_relative_information_score
-328.0931229991916
kb_relative_information_score
-257.3077133110828
kb_relative_information_score
-274.8205594255853
kb_relative_information_score
-290.7286639047372
kb_relative_information_score
-236.9619262566831
mean_absolute_error
0.2817532542105119
mean_absolute_error
0.27371155146435494
mean_absolute_error
0.27357293783498066
mean_absolute_error
0.2724915027471877
mean_absolute_error
0.2836180281681932
mean_absolute_error
0.29075341697483975
mean_absolute_error
0.27610429583553664
mean_absolute_error
0.27895179048138247
mean_absolute_error
0.2814512970122203
mean_absolute_error
0.2715773324483051
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]
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8467374810318664
predictive_accuracy
0.8467374810318664
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
0.8469696969696969 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8467374810318664 [1,0]
recall
0.8467374810318664 [1,0]
relative_absolute_error
1.0833946910086365
relative_absolute_error
1.0482496326548856
relative_absolute_error
1.0477187756804716
relative_absolute_error
1.043577138517355
relative_absolute_error
1.0861890638193572
relative_absolute_error
1.1135158925753992
relative_absolute_error
1.0574132700487384
relative_absolute_error
1.0683184919895938
relative_absolute_error
1.081565780627896
relative_absolute_error
1.0436219434353482
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
0.3602639529903728
root_mean_squared_error
0.35423785427048254
root_mean_squared_error
0.3537631595832975
root_mean_squared_error
0.3548722165560479
root_mean_squared_error
0.35836902724031944
root_mean_squared_error
0.3617830208513999
root_mean_squared_error
0.3552558063665347
root_mean_squared_error
0.35820716484372844
root_mean_squared_error
0.3575439088593303
root_mean_squared_error
0.35203359906888076
root_relative_squared_error
1.0006810906188475
root_relative_squared_error
0.9799898240796376
root_relative_squared_error
0.9786765935556329
root_relative_squared_error
0.981744770867903
root_relative_squared_error
0.9914186068117671
root_relative_squared_error
1.0008633314734547
root_relative_squared_error
0.982805962116568
root_relative_squared_error
0.990970818695257
root_relative_squared_error
0.9925111749489318
root_relative_squared_error
0.977215028352841
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
18688.958617000026
usercpu_time_millis
19182.811168000626
usercpu_time_millis
18911.300677995314
usercpu_time_millis
18654.072466000798
usercpu_time_millis
18499.892847998126
usercpu_time_millis
18576.027135000913
usercpu_time_millis
18584.677646009368
usercpu_time_millis
19045.244738008478
usercpu_time_millis
20131.38813200203
usercpu_time_millis
19994.44237300486
usercpu_time_millis_testing
586.9066439991002
usercpu_time_millis_testing
619.2448209985741
usercpu_time_millis_testing
591.5953509975225
usercpu_time_millis_testing
585.4484930023318
usercpu_time_millis_testing
582.7700049994746
usercpu_time_millis_testing
584.262034004496
usercpu_time_millis_testing
580.3737340029329
usercpu_time_millis_testing
580.9972230053972
usercpu_time_millis_testing
583.3153880012105
usercpu_time_millis_testing
698.7617350023356
usercpu_time_millis_training
18102.051973000925
usercpu_time_millis_training
18563.56634700205
usercpu_time_millis_training
18319.70532699779
usercpu_time_millis_training
18068.623972998466
usercpu_time_millis_training
17917.12284299865
usercpu_time_millis_training
17991.765100996417
usercpu_time_millis_training
18004.303912006435
usercpu_time_millis_training
18464.24751500308
usercpu_time_millis_training
19548.07274400082
usercpu_time_millis_training
19295.680638002523