6060865
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)
4095399
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
0.4770589499721502
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.005789273183750554
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.0036933449324692003
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
31506
6953
shrinking
true
6953
tol
8.712918585114377e-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
13045138
description
https://api.openml.org/data/download/13045138/description.xml
-1
13045139
predictions
https://api.openml.org/data/download/13045139/predictions.arff
area_under_roc_curve
0.690657144261583 [0.690657,0.690657]
average_cost
0
kappa
0
kb_relative_information_score
-2717.0154766125484
mean_absolute_error
0.2786593549788386
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
1.0683524510766784
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.35671480265584177
root_relative_squared_error
0.9879089885412979
total_cost
0
area_under_roc_curve
0.6687064949786571 [0.668706,0.668706]
area_under_roc_curve
0.6941281889099726 [0.694128,0.694128]
area_under_roc_curve
0.7036422095720009 [0.703642,0.703642]
area_under_roc_curve
0.6984942722608757 [0.698494,0.698494]
area_under_roc_curve
0.68599339377328 [0.685993,0.685993]
area_under_roc_curve
0.681996275212594 [0.681996,0.681996]
area_under_roc_curve
0.7067081312811863 [0.706708,0.706708]
area_under_roc_curve
0.6983537142455548 [0.698354,0.698354]
area_under_roc_curve
0.6874977820362681 [0.687498,0.687498]
area_under_roc_curve
0.7183629653287911 [0.718363,0.718363]
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
-292.307604085628
kb_relative_information_score
-251.71952056512765
kb_relative_information_score
-255.4525680452475
kb_relative_information_score
-239.49608742274748
kb_relative_information_score
-291.13372520340033
kb_relative_information_score
-329.6698021181299
kb_relative_information_score
-255.01482011658769
kb_relative_information_score
-270.56723539756183
kb_relative_information_score
-291.04106866585806
kb_relative_information_score
-240.61304499224985
mean_absolute_error
0.2816029298445016
mean_absolute_error
0.2748958263672852
mean_absolute_error
0.27452365693744096
mean_absolute_error
0.27237372508883584
mean_absolute_error
0.2843352508935268
mean_absolute_error
0.291071915717828
mean_absolute_error
0.27575925643507737
mean_absolute_error
0.2781812632446827
mean_absolute_error
0.2815055731339726
mean_absolute_error
0.2723388881120477
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
1.0828166653154776
relative_absolute_error
1.0527851216589759
relative_absolute_error
1.0513598019527652
relative_absolute_error
1.043126078317514
relative_absolute_error
1.0889358549370152
relative_absolute_error
1.1147356664159709
relative_absolute_error
1.0560918518519256
relative_absolute_error
1.0653675573706494
relative_absolute_error
1.0817743538219642
relative_absolute_error
1.0465484623559969
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
0.36019292836282446
root_mean_squared_error
0.35451793412394816
root_mean_squared_error
0.3540979127271313
root_mean_squared_error
0.3548596858885736
root_mean_squared_error
0.35861898596969444
root_mean_squared_error
0.36181984030606335
root_mean_squared_error
0.3551559825855785
root_mean_squared_error
0.35794003586037554
root_mean_squared_error
0.3575845514733322
root_mean_squared_error
0.35224036248112284
root_relative_squared_error
1.0004838102604716
root_relative_squared_error
0.9807646577204163
root_relative_squared_error
0.9796026794343184
root_relative_squared_error
0.981710105101764
root_relative_squared_error
0.9921101111450119
root_relative_squared_error
1.000965191538559
root_relative_squared_error
0.9825298022190334
root_relative_squared_error
0.9902318133003036
root_relative_squared_error
0.9926239953538569
root_relative_squared_error
0.9777889858225
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
19108.614273
usercpu_time_millis
18315.04574500002
usercpu_time_millis
19496.11360399996
usercpu_time_millis
19174.415872999987
usercpu_time_millis
19936.73500899996
usercpu_time_millis
20363.914899999996
usercpu_time_millis
20455.364387999965
usercpu_time_millis
19873.572731999957
usercpu_time_millis
19335.18358899994
usercpu_time_millis
19349.2079240001
usercpu_time_millis_testing
617.1361979999688
usercpu_time_millis_testing
634.5793350000122
usercpu_time_millis_testing
608.9803439999741
usercpu_time_millis_testing
607.4169649999703
usercpu_time_millis_testing
634.6706389999781
usercpu_time_millis_testing
627.0212599999923
usercpu_time_millis_testing
620.5850569999711
usercpu_time_millis_testing
661.4031120000163
usercpu_time_millis_testing
633.8746669999864
usercpu_time_millis_testing
605.5962330000284
usercpu_time_millis_training
18491.478075000032
usercpu_time_millis_training
17680.46641000001
usercpu_time_millis_training
18887.133259999984
usercpu_time_millis_training
18566.998908000016
usercpu_time_millis_training
19302.064369999982
usercpu_time_millis_training
19736.893640000006
usercpu_time_millis_training
19834.779330999994
usercpu_time_millis_training
19212.169619999942
usercpu_time_millis_training
18701.308921999953
usercpu_time_millis_training
18743.61169100007