10325165
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)
8180850
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
18251.600704338267
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
9.624749700615554e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
46869
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
21572016
description
https://api.openml.org/data/download/21572016/description.xml
-1
21572017
predictions
https://api.openml.org/data/download/21572017/predictions.arff
area_under_roc_curve
0.9926186480788262 [0.992619,0.992619]
average_cost
0
f_measure
0.9919880491110454 [0.992739,0.99105]
kappa
0.9837896129786209
kb_relative_information_score
0.9836777773385612
mean_absolute_error
0.008017492711370262
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.992079769393908 [0.998672,0.983845]
predictive_accuracy
0.9919825072886297
prior_entropy
0.9911281447384036
recall
0.9919825072886297 [0.986877,0.998361]
relative_absolute_error
0.016233947575326667
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.08954045293257268
root_relative_squared_error
0.18019012616803284
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9805194805194807 [0.980519,0.980519]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9786453839516825 [0.978645,0.978645]
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
0.9783057875035991 [0.980132,0.976]
f_measure
1 [1,1]
f_measure
0.9927062319881188 [0.993377,0.99187]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.9781186959643561 [0.980132,0.97561]
f_measure
1 [1,1]
kappa
1
kappa
0.9561533573395468
kappa
1
kappa
0.9852481964035749
kappa
1
kappa
1
kappa
0.9705439690389164
kappa
0.9705439690389164
kappa
0.9557445892107247
kappa
1
kb_relative_information_score
1
kb_relative_information_score
0.9557059876184374
kb_relative_information_score
1
kb_relative_information_score
0.9851430722518728
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9554292167556183
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0.021739130434782608
mean_absolute_error
0
mean_absolute_error
0.0072992700729927005
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.021897810218978103
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
0.9792798913043478 [1,0.953125]
precision
1 [1,1]
precision
0.9928184600894748 [1,0.983871]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9858649055729347 [1,0.968254]
precision
0.9858649055729347 [1,0.968254]
precision
0.9782403265049838 [0.986667,0.967742]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
0.9782608695652173
predictive_accuracy
1
predictive_accuracy
0.9927007299270073
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9781021897810218
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1
prior_entropy
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prior_entropy
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prior_entropy
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prior_entropy
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prior_entropy
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prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
recall
1 [1,1]
recall
0.9782608695652174 [0.961039,1]
recall
1 [1,1]
recall
0.9927007299270073 [0.986842,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9781021897810219 [0.973684,0.983607]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0.044043167005021776
relative_absolute_error
0
relative_absolute_error
0.01477753041009256
relative_absolute_error
0
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0
relative_absolute_error
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relative_absolute_error
0.02955506082018512
relative_absolute_error
0.04433259123027767
relative_absolute_error
0
root_mean_prior_squared_error
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0.49663510423610374
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0
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0
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0
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0
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0
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0
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0
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0
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0
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0
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0
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0
usercpu_time_millis
21.825425999850268
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usercpu_time_millis
20.355722001113463
usercpu_time_millis
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1.2986760011699516
usercpu_time_millis_testing
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usercpu_time_millis_testing
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1.301028998568654
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1.401694997184677
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1.264878999791108
usercpu_time_millis_testing
1.2708450012723915
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20.526749998680316
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19.608351998613216
usercpu_time_millis_training
19.085604999418138
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
19.518212000548374
usercpu_time_millis_training
19.933374001993798
wall_clock_time_millis
21.884918212890625
wall_clock_time_millis
20.95651626586914
wall_clock_time_millis
20.42412757873535
wall_clock_time_millis
21.301984786987305
wall_clock_time_millis
21.332502365112305
wall_clock_time_millis
21.44026756286621
wall_clock_time_millis
21.152973175048828
wall_clock_time_millis
21.526813507080078
wall_clock_time_millis
20.798206329345703
wall_clock_time_millis
21.217823028564453
wall_clock_time_millis_testing
1.3058185577392578
wall_clock_time_millis_testing
1.2934207916259766
wall_clock_time_millis_testing
1.2774467468261719
wall_clock_time_millis_testing
1.3840198516845703
wall_clock_time_millis_testing
1.3074874877929688
wall_clock_time_millis_testing
1.4088153839111328
wall_clock_time_millis_testing
1.2791156768798828
wall_clock_time_millis_testing
1.2812614440917969
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1.271963119506836
wall_clock_time_millis_testing
1.2772083282470703
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