10325173
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)
8180858
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
166.75510985968455
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.7160996053142499
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
26529
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
21572032
description
https://api.openml.org/data/download/21572032/description.xml
-1
21572033
predictions
https://api.openml.org/data/download/21572033/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
14.571147996321088
usercpu_time_millis
14.130119001492858
usercpu_time_millis
16.977679999399697
usercpu_time_millis
16.050983002060093
usercpu_time_millis
14.850586998363724
usercpu_time_millis
14.448066001932602
usercpu_time_millis
16.200017995288363
usercpu_time_millis
14.737966997927288
usercpu_time_millis
15.61464200131013
usercpu_time_millis
15.334072999394266
usercpu_time_millis_testing
1.3304789972607978
usercpu_time_millis_testing
1.2838590009778272
usercpu_time_millis_testing
1.350064998405287
usercpu_time_millis_testing
1.4544460027536843
usercpu_time_millis_testing
1.3110929976392072
usercpu_time_millis_testing
1.2803429999621585
usercpu_time_millis_testing
1.2296479981159791
usercpu_time_millis_testing
1.2624669980141334
usercpu_time_millis_testing
1.286457001697272
usercpu_time_millis_testing
1.3746080003329553
usercpu_time_millis_training
13.24066899906029
usercpu_time_millis_training
12.84626000051503
usercpu_time_millis_training
15.62761500099441
usercpu_time_millis_training
14.596536999306409
usercpu_time_millis_training
13.539494000724517
usercpu_time_millis_training
13.167723001970444
usercpu_time_millis_training
14.970369997172384
usercpu_time_millis_training
13.475499999913154
usercpu_time_millis_training
14.328184999612859
usercpu_time_millis_training
13.95946499906131
wall_clock_time_millis
14.620065689086914
wall_clock_time_millis
14.189720153808594
wall_clock_time_millis
17.020463943481445
wall_clock_time_millis
16.101360321044922
wall_clock_time_millis
14.863967895507812
wall_clock_time_millis
14.459609985351562
wall_clock_time_millis
16.549348831176758
wall_clock_time_millis
14.75071907043457
wall_clock_time_millis
15.627861022949219
wall_clock_time_millis
15.408039093017578
wall_clock_time_millis_testing
1.3363361358642578
wall_clock_time_millis_testing
1.3051033020019531
wall_clock_time_millis_testing
1.3706684112548828
wall_clock_time_millis_testing
1.4843940734863281
wall_clock_time_millis_testing
1.3172626495361328
wall_clock_time_millis_testing
1.2853145599365234
wall_clock_time_millis_testing
1.234292984008789
wall_clock_time_millis_testing
1.268625259399414
wall_clock_time_millis_testing
1.2919902801513672
wall_clock_time_millis_testing
1.3804435729980469
wall_clock_time_millis_training
13.283729553222656
wall_clock_time_millis_training
12.88461685180664
wall_clock_time_millis_training
15.649795532226562
wall_clock_time_millis_training
14.616966247558594
wall_clock_time_millis_training
13.54670524597168
wall_clock_time_millis_training
13.174295425415039
wall_clock_time_millis_training
15.315055847167969
wall_clock_time_millis_training
13.482093811035156
wall_clock_time_millis_training
14.335870742797852
wall_clock_time_millis_training
14.027595520019531