10325169
8323
Heinrich Peters
10093
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8180854
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
3539.053405327911
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.2574787996118815
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
24267
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
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"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
1462
banknote-authentication
https://www.openml.org/data/download/1586223/php50jXam
-1
21572024
description
https://api.openml.org/data/download/21572024/description.xml
-1
21572025
predictions
https://api.openml.org/data/download/21572025/predictions.arff
area_under_roc_curve
1 [1,1]
average_cost
0
f_measure
1 [1,1]
kappa
1
kb_relative_information_score
1
mean_absolute_error
0
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
1 [1,1]
predictive_accuracy
1
prior_entropy
0.9911281447384036
recall
1 [1,1]
relative_absolute_error
0
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0
root_relative_squared_error
0
total_cost
0
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
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]
f_measure
1 [1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
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
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]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
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
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
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
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
11.15685400145594
usercpu_time_millis
12.597991997608915
usercpu_time_millis
11.597002001508372
usercpu_time_millis
11.450871999841183
usercpu_time_millis
13.035333999141585
usercpu_time_millis
12.23107300029369
usercpu_time_millis
12.148156001785537
usercpu_time_millis
13.36716999867349
usercpu_time_millis
11.668363000353565
usercpu_time_millis
12.046394000208238
usercpu_time_millis_testing
0.9909020009217784
usercpu_time_millis_testing
1.001027998427162
usercpu_time_millis_testing
1.002050001261523
usercpu_time_millis_testing
1.126619001297513
usercpu_time_millis_testing
1.1419080001360271
usercpu_time_millis_testing
1.1255369972786866
usercpu_time_millis_testing
1.0839280002983287
usercpu_time_millis_testing
1.085859999875538
usercpu_time_millis_testing
1.1201680026715621
usercpu_time_millis_testing
1.1172699996677693
usercpu_time_millis_training
10.165952000534162
usercpu_time_millis_training
11.596963999181753
usercpu_time_millis_training
10.594952000246849
usercpu_time_millis_training
10.32425299854367
usercpu_time_millis_training
11.893425999005558
usercpu_time_millis_training
11.105536003015004
usercpu_time_millis_training
11.064228001487209
usercpu_time_millis_training
12.281309998797951
usercpu_time_millis_training
10.548194997682003
usercpu_time_millis_training
10.929124000540469
wall_clock_time_millis
11.183738708496094
wall_clock_time_millis
12.628316879272461
wall_clock_time_millis
11.641979217529297
wall_clock_time_millis
11.501550674438477
wall_clock_time_millis
13.083457946777344
wall_clock_time_millis
12.259244918823242
wall_clock_time_millis
12.177228927612305
wall_clock_time_millis
13.407468795776367
wall_clock_time_millis
11.681079864501953
wall_clock_time_millis
12.059926986694336
wall_clock_time_millis_testing
0.9968280792236328
wall_clock_time_millis_testing
1.0082721710205078
wall_clock_time_millis_testing
1.0085105895996094
wall_clock_time_millis_testing
1.1339187622070312
wall_clock_time_millis_testing
1.1661052703857422
wall_clock_time_millis_testing
1.1334419250488281
wall_clock_time_millis_testing
1.09100341796875
wall_clock_time_millis_testing
1.0914802551269531
wall_clock_time_millis_testing
1.1262893676757812
wall_clock_time_millis_testing
1.1239051818847656
wall_clock_time_millis_training
10.186910629272461
wall_clock_time_millis_training
11.620044708251953
wall_clock_time_millis_training
10.633468627929688
wall_clock_time_millis_training
10.367631912231445
wall_clock_time_millis_training
11.917352676391602
wall_clock_time_millis_training
11.125802993774414
wall_clock_time_millis_training
11.086225509643555
wall_clock_time_millis_training
12.315988540649414
wall_clock_time_millis_training
10.554790496826172
wall_clock_time_millis_training
10.93602180480957