10325167
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)
8180852
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
12.383653966672204
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.7815414630792017
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
23094
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
21572020
description
https://api.openml.org/data/download/21572020/description.xml
-1
21572021
predictions
https://api.openml.org/data/download/21572021/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
15.607075998559594
usercpu_time_millis
16.289395996864187
usercpu_time_millis
16.49745100075961
usercpu_time_millis
15.580548002617434
usercpu_time_millis
14.957137002056697
usercpu_time_millis
15.109252999536693
usercpu_time_millis
15.567448001092998
usercpu_time_millis
15.731261999462731
usercpu_time_millis
15.562054002657533
usercpu_time_millis
14.489429999230197
usercpu_time_millis_testing
1.3144580007065088
usercpu_time_millis_testing
1.3769189972663298
usercpu_time_millis_testing
1.3522810004360508
usercpu_time_millis_testing
1.3250640004116576
usercpu_time_millis_testing
1.318072001595283
usercpu_time_millis_testing
1.3537300001189578
usercpu_time_millis_testing
1.3986900012241676
usercpu_time_millis_testing
1.3974389985378366
usercpu_time_millis_testing
1.5256570004567038
usercpu_time_millis_testing
1.3644840000779368
usercpu_time_millis_training
14.292617997853085
usercpu_time_millis_training
14.912476999597857
usercpu_time_millis_training
15.14517000032356
usercpu_time_millis_training
14.255484002205776
usercpu_time_millis_training
13.639065000461414
usercpu_time_millis_training
13.755522999417735
usercpu_time_millis_training
14.16875799986883
usercpu_time_millis_training
14.333823000924895
usercpu_time_millis_training
14.036397002200829
usercpu_time_millis_training
13.12494599915226
wall_clock_time_millis
15.618085861206055
wall_clock_time_millis
16.302824020385742
wall_clock_time_millis
16.510725021362305
wall_clock_time_millis
15.595436096191406
wall_clock_time_millis
14.972448348999023
wall_clock_time_millis
15.121936798095703
wall_clock_time_millis
15.582561492919922
wall_clock_time_millis
15.744924545288086
wall_clock_time_millis
15.57779312133789
wall_clock_time_millis
14.503717422485352
wall_clock_time_millis_testing
1.3201236724853516
wall_clock_time_millis_testing
1.3842582702636719
wall_clock_time_millis_testing
1.3594627380371094
wall_clock_time_millis_testing
1.3322830200195312
wall_clock_time_millis_testing
1.325845718383789
wall_clock_time_millis_testing
1.3599395751953125
wall_clock_time_millis_testing
1.4050006866455078
wall_clock_time_millis_testing
1.4047622680664062
wall_clock_time_millis_testing
1.5339851379394531
wall_clock_time_millis_testing
1.371622085571289
wall_clock_time_millis_training
14.297962188720703
wall_clock_time_millis_training
14.91856575012207
wall_clock_time_millis_training
15.151262283325195
wall_clock_time_millis_training
14.263153076171875
wall_clock_time_millis_training
13.646602630615234
wall_clock_time_millis_training
13.76199722290039
wall_clock_time_millis_training
14.177560806274414
wall_clock_time_millis_training
14.34016227722168
wall_clock_time_millis_training
14.043807983398438
wall_clock_time_millis_training
13.132095336914062