10559536
8323
Heinrich Peters
10093
Supervised Classification
17494
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(4)
8270395
copy
true
17405
with_mean
true
17405
with_std
true
17405
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"median"
17407
verbose
0
17407
memory
null
17494
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
17494
verbose
false
17494
C
15.690273823876444
17495
cache_size
200
17495
class_weight
null
17495
coef0
0.30581799832036705
17495
decision_function_shape
"ovr"
17495
degree
2
17495
gamma
1.0669788592014713
17495
kernel
"rbf"
17495
max_iter
-1
17495
probability
true
17495
random_state
1
17495
shrinking
true
17495
tol
0.001
17495
verbose
false
17495
openml-python
Sklearn_0.21.2.
1462
banknote-authentication
https://www.openml.org/data/download/1586223/php50jXam
-1
22044053
description
https://api.openml.org/data/download/22044053/description.xml
-1
22044054
predictions
https://api.openml.org/data/download/22044054/predictions.arff
area_under_roc_curve
1 [1,1]
average_cost
0
f_measure
0.9992711962106418 [0.999343,0.999181]
kappa
0.9985244011563876
kb_relative_information_score
0.9965971184221122
mean_absolute_error
0.0021216503192947743
mean_prior_absolute_error
0.49387203415364794
weighted_recall
0.999271137026239 [0.998688,1]
number_of_instances
1372 [762,610]
precision
0.9992723299279965 [1,0.998363]
predictive_accuracy
0.9992711370262392
prior_entropy
0.9911281447384036
relative_absolute_error
0.0042959515270603685
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.016578972388461573
root_relative_squared_error
0.03336332382261706
total_cost
0
unweighted_recall
0.9993438320209973 [0.998688,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
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
0.9927593990347404 [0.993464,0.99187]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
0.9853347502656747
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
0.9880106906768286
kb_relative_information_score
0.9984067720894859
kb_relative_information_score
0.9972068602540806
kb_relative_information_score
0.9970243476573225
kb_relative_information_score
0.9982215683509346
kb_relative_information_score
0.9968286067484413
kb_relative_information_score
0.9979906262026733
kb_relative_information_score
0.9979527640309891
kb_relative_information_score
0.997096894480961
kb_relative_information_score
0.9972743983602996
mean_absolute_error
0.0061334855952740585
mean_absolute_error
0.0010918718087310952
mean_absolute_error
0.0019111421555106274
mean_absolute_error
0.002037048059384637
mean_absolute_error
0.0012197423657499648
mean_absolute_error
0.002171637385874128
mean_absolute_error
0.0013778430717759972
mean_absolute_error
0.001404050265651069
mean_absolute_error
0.001985828439006112
mean_absolute_error
0.0018620872082862829
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
number_of_instances
138 [77,61]
number_of_instances
138 [77,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
precision
0.992870500233754 [1,0.983871]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
0.9927536231884058
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.9903020513891087
prior_entropy
0.9903020513891087
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
relative_absolute_error
0.012426353998195337
relative_absolute_error
0.002212116651320866
relative_absolute_error
0.0038691487009863347
relative_absolute_error
0.004124047931279582
relative_absolute_error
0.0024693948466217234
relative_absolute_error
0.00439652693879449
relative_absolute_error
0.0027894731514102045
relative_absolute_error
0.002842530183220137
relative_absolute_error
0.004020352700089606
relative_absolute_error
0.003769835897497202
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_squared_error
0.051274901066806836
root_mean_squared_error
0.0018734623866778484
root_mean_squared_error
0.004011581815051406
root_mean_squared_error
0.003890989053688723
root_mean_squared_error
0.002137690248670359
root_mean_squared_error
0.003871369674625567
root_mean_squared_error
0.0023961737096299647
root_mean_squared_error
0.002316114398746487
root_mean_squared_error
0.004212808693625418
root_mean_squared_error
0.004598984725230659
root_relative_squared_error
0.1032446168815936
root_relative_squared_error
0.0037723116442996978
root_relative_squared_error
0.008071685340307267
root_relative_squared_error
0.007829041199189115
root_relative_squared_error
0.004301236728507112
root_relative_squared_error
0.007789565136710261
root_relative_squared_error
0.0048213301127954244
root_relative_squared_error
0.004660243141170245
root_relative_squared_error
0.008476573018222126
root_relative_squared_error
0.009253596037269319
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
unweighted_recall
0.9935064935064934 [0.987013,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
usercpu_time_millis
50.43199999999892
usercpu_time_millis
60.41799999999853
usercpu_time_millis
54.87399999999809
usercpu_time_millis
54.07600000000201
usercpu_time_millis
50.78000000000138
usercpu_time_millis
46.437999999998425
usercpu_time_millis
46.345999999999776
usercpu_time_millis
45.32400000000081
usercpu_time_millis
49.04200000000003
usercpu_time_millis
44.935999999999865
usercpu_time_millis_testing
1.2799999999995038
usercpu_time_millis_testing
1.2839999999982865
usercpu_time_millis_testing
1.0959999999986536
usercpu_time_millis_testing
1.1260000000010706
usercpu_time_millis_testing
1.048000000000826
usercpu_time_millis_testing
1.1399999999994748
usercpu_time_millis_testing
0.9920000000001039
usercpu_time_millis_testing
1.0000000000012221
usercpu_time_millis_testing
1.1119999999991137
usercpu_time_millis_testing
1.0019999999997253
usercpu_time_millis_training
49.15199999999942
usercpu_time_millis_training
59.13400000000024
usercpu_time_millis_training
53.77799999999944
usercpu_time_millis_training
52.95000000000094
usercpu_time_millis_training
49.73200000000055
usercpu_time_millis_training
45.29799999999895
usercpu_time_millis_training
45.35399999999967
usercpu_time_millis_training
44.323999999999586
usercpu_time_millis_training
47.930000000000916
usercpu_time_millis_training
43.93400000000014
wall_clock_time_millis
25.89702606201172
wall_clock_time_millis
32.78517723083496
wall_clock_time_millis
28.45907211303711
wall_clock_time_millis
27.901887893676758
wall_clock_time_millis
26.093244552612305
wall_clock_time_millis
23.89693260192871
wall_clock_time_millis
23.41485023498535
wall_clock_time_millis
22.92776107788086
wall_clock_time_millis
24.76811408996582
wall_clock_time_millis
22.62282371520996
wall_clock_time_millis_testing
0.6520748138427734
wall_clock_time_millis_testing
0.6511211395263672
wall_clock_time_millis_testing
0.5502700805664062
wall_clock_time_millis_testing
0.5660057067871094
wall_clock_time_millis_testing
0.5261898040771484
wall_clock_time_millis_testing
0.5719661712646484
wall_clock_time_millis_testing
0.49877166748046875
wall_clock_time_millis_testing
0.5028247833251953
wall_clock_time_millis_testing
0.640869140625
wall_clock_time_millis_testing
0.5040168762207031
wall_clock_time_millis_training
25.244951248168945
wall_clock_time_millis_training
32.134056091308594
wall_clock_time_millis_training
27.908802032470703
wall_clock_time_millis_training
27.33588218688965
wall_clock_time_millis_training
25.567054748535156
wall_clock_time_millis_training
23.324966430664062
wall_clock_time_millis_training
22.916078567504883
wall_clock_time_millis_training
22.424936294555664
wall_clock_time_millis_training
24.12724494934082
wall_clock_time_millis_training
22.118806838989258
weighted_recall
0.9927536231884058 [0.987013,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]