10325432
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)
8181117
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
308.9858714048978
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.6635698530586328
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.12026238291664898
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
60022
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
21572550
description
https://api.openml.org/data/download/21572550/description.xml
-1
21572551
predictions
https://api.openml.org/data/download/21572551/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
10.668108003301313
usercpu_time_millis
11.189942000783049
usercpu_time_millis
10.620955003105337
usercpu_time_millis
11.247443999309326
usercpu_time_millis
10.816617003001738
usercpu_time_millis
10.577538996585645
usercpu_time_millis
10.916043000179343
usercpu_time_millis
10.757243002444739
usercpu_time_millis
10.445337997225579
usercpu_time_millis
12.548968003102345
usercpu_time_millis_testing
0.9361900010844693
usercpu_time_millis_testing
0.9193139994749799
usercpu_time_millis_testing
0.8229670020227786
usercpu_time_millis_testing
0.938987999688834
usercpu_time_millis_testing
0.809496999863768
usercpu_time_millis_testing
0.8940489969972987
usercpu_time_millis_testing
0.9330590000899974
usercpu_time_millis_testing
0.8525440025550779
usercpu_time_millis_testing
0.7184759997471701
usercpu_time_millis_testing
0.8395440017920919
usercpu_time_millis_training
9.731918002216844
usercpu_time_millis_training
10.270628001308069
usercpu_time_millis_training
9.797988001082558
usercpu_time_millis_training
10.308455999620492
usercpu_time_millis_training
10.00712000313797
usercpu_time_millis_training
9.683489999588346
usercpu_time_millis_training
9.982984000089345
usercpu_time_millis_training
9.90469899988966
usercpu_time_millis_training
9.726861997478409
usercpu_time_millis_training
11.709424001310254
wall_clock_time_millis
10.678768157958984
wall_clock_time_millis
11.200904846191406
wall_clock_time_millis
10.630369186401367
wall_clock_time_millis
11.270523071289062
wall_clock_time_millis
10.844707489013672
wall_clock_time_millis
10.587930679321289
wall_clock_time_millis
10.926961898803711
wall_clock_time_millis
10.768413543701172
wall_clock_time_millis
10.453462600708008
wall_clock_time_millis
12.561559677124023
wall_clock_time_millis_testing
0.9415149688720703
wall_clock_time_millis_testing
0.9253025054931641
wall_clock_time_millis_testing
0.8275508880615234
wall_clock_time_millis_testing
0.9567737579345703
wall_clock_time_millis_testing
0.8144378662109375
wall_clock_time_millis_testing
0.8995532989501953
wall_clock_time_millis_testing
0.9398460388183594
wall_clock_time_millis_testing
0.858306884765625
wall_clock_time_millis_testing
0.7231235504150391
wall_clock_time_millis_testing
0.8454322814941406
wall_clock_time_millis_training
9.737253189086914
wall_clock_time_millis_training
10.275602340698242
wall_clock_time_millis_training
9.802818298339844
wall_clock_time_millis_training
10.313749313354492
wall_clock_time_millis_training
10.030269622802734
wall_clock_time_millis_training
9.688377380371094
wall_clock_time_millis_training
9.987115859985352
wall_clock_time_millis_training
9.910106658935547
wall_clock_time_millis_training
9.730339050292969
wall_clock_time_millis_training
11.716127395629883