10325428
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)
8181113
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
513.6546159384284
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.16364828944715204
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.3170962383864124
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
7776
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
21572542
description
https://api.openml.org/data/download/21572542/description.xml
-1
21572543
predictions
https://api.openml.org/data/download/21572543/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
12.241163003636757
usercpu_time_millis
12.217262999911327
usercpu_time_millis
16.15395000044373
usercpu_time_millis
12.445918000594247
usercpu_time_millis
15.248072999384021
usercpu_time_millis
13.26817100198241
usercpu_time_millis
14.379946995177306
usercpu_time_millis
13.030199999775505
usercpu_time_millis
11.262957003054908
usercpu_time_millis
11.825554003735306
usercpu_time_millis_testing
1.091769001504872
usercpu_time_millis_testing
1.109539000026416
usercpu_time_millis_testing
1.0759710021375213
usercpu_time_millis_testing
0.9977629997592885
usercpu_time_millis_testing
1.0584609990473837
usercpu_time_millis_testing
1.0717400000430644
usercpu_time_millis_testing
1.2937619976582937
usercpu_time_millis_testing
1.0412810006528161
usercpu_time_millis_testing
0.9929340012604371
usercpu_time_millis_testing
1.040673003444681
usercpu_time_millis_training
11.149394002131885
usercpu_time_millis_training
11.10772399988491
usercpu_time_millis_training
15.077978998306207
usercpu_time_millis_training
11.448155000834959
usercpu_time_millis_training
14.189612000336638
usercpu_time_millis_training
12.196431001939345
usercpu_time_millis_training
13.086184997519013
usercpu_time_millis_training
11.988918999122689
usercpu_time_millis_training
10.27002300179447
usercpu_time_millis_training
10.784881000290625
wall_clock_time_millis
20.250797271728516
wall_clock_time_millis
28.226375579833984
wall_clock_time_millis
16.20340347290039
wall_clock_time_millis
12.468814849853516
wall_clock_time_millis
15.259027481079102
wall_clock_time_millis
13.280391693115234
wall_clock_time_millis
30.3952693939209
wall_clock_time_millis
13.041257858276367
wall_clock_time_millis
11.274099349975586
wall_clock_time_millis
11.871814727783203
wall_clock_time_millis_testing
1.0962486267089844
wall_clock_time_millis_testing
1.1153221130371094
wall_clock_time_millis_testing
1.0902881622314453
wall_clock_time_millis_testing
1.0020732879638672
wall_clock_time_millis_testing
1.062631607055664
wall_clock_time_millis_testing
1.0769367218017578
wall_clock_time_millis_testing
17.30179786682129
wall_clock_time_millis_testing
1.046895980834961
wall_clock_time_millis_testing
0.9982585906982422
wall_clock_time_millis_testing
1.0478496551513672
wall_clock_time_millis_training
19.15454864501953
wall_clock_time_millis_training
27.111053466796875
wall_clock_time_millis_training
15.113115310668945
wall_clock_time_millis_training
11.466741561889648
wall_clock_time_millis_training
14.196395874023438
wall_clock_time_millis_training
12.203454971313477
wall_clock_time_millis_training
13.09347152709961
wall_clock_time_millis_training
11.994361877441406
wall_clock_time_millis_training
10.275840759277344
wall_clock_time_millis_training
10.823965072631836