6065658
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)
4100192
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
true
6948
threshold
0.0
6949
C
0.06830082933973436
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.24941770722055678
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.000228344981619912
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
14496
6953
shrinking
true
6953
tol
0.00026637827826089664
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13054697
description
https://api.openml.org/data/download/13054697/description.xml
-1
13054698
predictions
https://api.openml.org/data/download/13054698/predictions.arff
area_under_roc_curve
0.6914520874923823 [0.691452,0.691452]
average_cost
0
kappa
0
kb_relative_information_score
-2715.6273164125428
mean_absolute_error
0.27859636446921104
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
1.068110951682695
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.3567075388217087
root_relative_squared_error
0.9878888716104111
total_cost
0
area_under_roc_curve
0.6724348642377654 [0.672435,0.672435]
area_under_roc_curve
0.6953317169161571 [0.695332,0.695332]
area_under_roc_curve
0.7057066554220255 [0.705707,0.705707]
area_under_roc_curve
0.7007871248857966 [0.700787,0.700787]
area_under_roc_curve
0.6877767235926628 [0.687777,0.687777]
area_under_roc_curve
0.6858352660060439 [0.685835,0.685835]
area_under_roc_curve
0.7076129735048141 [0.707613,0.707613]
area_under_roc_curve
0.7006289971185606 [0.700629,0.700629]
area_under_roc_curve
0.6883317363994464 [0.688332,0.688332]
area_under_roc_curve
0.7229763298910538 [0.722976,0.722976]
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
-289.0997853380433
kb_relative_information_score
-246.1768958460746
kb_relative_information_score
-255.2859130727181
kb_relative_information_score
-241.65744355224328
kb_relative_information_score
-289.4787699345502
kb_relative_information_score
-330.14113844190507
kb_relative_information_score
-258.5530410965311
kb_relative_information_score
-269.2992168577042
kb_relative_information_score
-294.0910545233913
kb_relative_information_score
-241.84405774938486
mean_absolute_error
0.28105711342838324
mean_absolute_error
0.27376752333617527
mean_absolute_error
0.2745236484443184
mean_absolute_error
0.2727809684487087
mean_absolute_error
0.2839665857750574
mean_absolute_error
0.2911124707957195
mean_absolute_error
0.2763955686294233
mean_absolute_error
0.277969618697499
mean_absolute_error
0.2819722594854324
mean_absolute_error
0.2724136348717426
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
1.0807178976929175
relative_absolute_error
1.0484639915073373
relative_absolute_error
1.0513597694261416
relative_absolute_error
1.0446857227684112
relative_absolute_error
1.0875239559033767
relative_absolute_error
1.1148909826431255
relative_absolute_error
1.05852877503039
relative_absolute_error
1.0645570094867483
relative_absolute_error
1.083567743987095
relative_absolute_error
1.0468357004620457
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
0.35994773580180267
root_mean_squared_error
0.35427973647217464
root_mean_squared_error
0.35406132902044474
root_mean_squared_error
0.3549618677195404
root_mean_squared_error
0.35850920470278724
root_mean_squared_error
0.36189538422409395
root_mean_squared_error
0.35532760340321085
root_mean_squared_error
0.35789230071487843
root_mean_squared_error
0.3578054729950532
root_mean_squared_error
0.3522765600209671
root_relative_squared_error
0.9998027552802597
root_relative_squared_error
0.9801056901029142
root_relative_squared_error
0.97950147155987
root_relative_squared_error
0.9819927884834131
root_relative_squared_error
0.9918064041211953
root_relative_squared_error
1.001174181825872
root_relative_squared_error
0.9830045867539223
root_relative_squared_error
0.9900997552599949
root_relative_squared_error
0.9932372545191283
root_relative_squared_error
0.9778894670834329
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
16973.224528001083
usercpu_time_millis
16797.420348999367
usercpu_time_millis
16793.4231249983
usercpu_time_millis
17373.485358000835
usercpu_time_millis
16717.815518999487
usercpu_time_millis
17006.165654998767
usercpu_time_millis
17109.045645998776
usercpu_time_millis
17005.527600998903
usercpu_time_millis
17380.467803999636
usercpu_time_millis
16944.68241499999
usercpu_time_millis_testing
647.3760250009946
usercpu_time_millis_testing
644.1536120000819
usercpu_time_millis_testing
644.6773909992771
usercpu_time_millis_testing
644.2318810004508
usercpu_time_millis_testing
644.7314750002988
usercpu_time_millis_testing
645.5660009996791
usercpu_time_millis_testing
647.1341519991256
usercpu_time_millis_testing
643.9775899998494
usercpu_time_millis_testing
645.3274049999891
usercpu_time_millis_testing
643.2283859994641
usercpu_time_millis_training
16325.848503000088
usercpu_time_millis_training
16153.266736999285
usercpu_time_millis_training
16148.745733999021
usercpu_time_millis_training
16729.253477000384
usercpu_time_millis_training
16073.084043999188
usercpu_time_millis_training
16360.599653999088
usercpu_time_millis_training
16461.91149399965
usercpu_time_millis_training
16361.550010999053
usercpu_time_millis_training
16735.140398999647
usercpu_time_millis_training
16301.454029000524