6042699
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)
4077373
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
true
6948
threshold
0.0
6949
C
229.0531024538662
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.2888704700100688
6953
decision_function_shape
null
6953
degree
4
6953
gamma
0.8949493887416573
6953
kernel
"poly"
6953
max_iter
-1
6953
probability
true
6953
random_state
34375
6953
shrinking
true
6953
tol
0.011230732511073978
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13008471
description
https://api.openml.org/data/download/13008471/description.xml
-1
13008472
predictions
https://api.openml.org/data/download/13008472/predictions.arff
area_under_roc_curve
0.999973219997544 [0.999973,0.999973]
average_cost
0
f_measure
0.9981812670506214 [0.998925,0.9941]
kappa
0.9930252188340233
kb_relative_information_score
6473.725852747576
mean_absolute_error
0.005603771311708009
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
0.02148430587084027
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.0382877265140705
root_relative_squared_error
0.10603650000629371
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
648.9064513513149
kb_relative_information_score
648.5567945155108
kb_relative_information_score
648.6957863920488
kb_relative_information_score
643.4722845929525
kb_relative_information_score
652.4575126288495
kb_relative_information_score
649.1206158842026
kb_relative_information_score
634.8840790583997
kb_relative_information_score
654.0050727712686
kb_relative_information_score
645.8583073009046
kb_relative_information_score
647.7689482521471
mean_absolute_error
0.0038367449480903896
mean_absolute_error
0.006170486062154117
mean_absolute_error
0.004982980983520685
mean_absolute_error
0.007232056141984558
mean_absolute_error
0.004538270078861113
mean_absolute_error
0.0058944534695775565
mean_absolute_error
0.010420046822014499
mean_absolute_error
0.0032589044680078954
mean_absolute_error
0.0053393549510882205
mean_absolute_error
0.004362133291203405
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
0.014753011883261695
relative_absolute_error
0.02363148253462547
relative_absolute_error
0.019083622731874635
relative_absolute_error
0.02769704147894571
relative_absolute_error
0.017380486565523517
relative_absolute_error
0.02257434387087113
relative_absolute_error
0.03990628161283821
relative_absolute_error
0.01248082294360719
relative_absolute_error
0.020518163060632175
relative_absolute_error
0.016762879220622303
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
0.023036065837291543
root_mean_squared_error
0.039269551466543304
root_mean_squared_error
0.04018244959120971
root_mean_squared_error
0.058231448612507904
root_mean_squared_error
0.03162084996490204
root_mean_squared_error
0.028575995309356145
root_mean_squared_error
0.05813037374619195
root_mean_squared_error
0.032974321187967906
root_mean_squared_error
0.02888508549973141
root_mean_squared_error
0.021481904219555502
root_relative_squared_error
0.06398573960643929
root_relative_squared_error
0.10863819427948351
root_relative_squared_error
0.1111637032328868
root_relative_squared_error
0.16109579028248205
root_relative_squared_error
0.08747826021634499
root_relative_squared_error
0.07905474888839394
root_relative_squared_error
0.16081616928979103
root_relative_squared_error
0.09122260320453504
root_relative_squared_error
0.0801825158742056
root_relative_squared_error
0.059631920636298276
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
11419.01725200296
usercpu_time_millis
10816.189159988426
usercpu_time_millis
10978.418393991888
usercpu_time_millis
10847.175215996685
usercpu_time_millis
11493.16385500424
usercpu_time_millis
11484.099981986219
usercpu_time_millis
11333.53939600056
usercpu_time_millis
10976.316403990495
usercpu_time_millis
11219.84325601079
usercpu_time_millis
11399.246824003058
usercpu_time_millis_testing
304.47761800314765
usercpu_time_millis_testing
302.4404399911873
usercpu_time_millis_testing
302.96031999750994
usercpu_time_millis_testing
294.36373099451885
usercpu_time_millis_testing
306.59025099885184
usercpu_time_millis_testing
304.6290389902424
usercpu_time_millis_testing
295.12392899778206
usercpu_time_millis_testing
304.2089779919479
usercpu_time_millis_testing
303.653224997106
usercpu_time_millis_testing
304.6811730018817
usercpu_time_millis_training
11114.539633999811
usercpu_time_millis_training
10513.748719997238
usercpu_time_millis_training
10675.458073994378
usercpu_time_millis_training
10552.811485002167
usercpu_time_millis_training
11186.573604005389
usercpu_time_millis_training
11179.470942995977
usercpu_time_millis_training
11038.415467002778
usercpu_time_millis_training
10672.107425998547
usercpu_time_millis_training
10916.190031013684
usercpu_time_millis_training
11094.565651001176