10325157
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)
8180842
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
116.25092311029707
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.8395074651475241
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
0.001263748978199219
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
29161
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
21572000
description
https://api.openml.org/data/download/21572000/description.xml
-1
21572001
predictions
https://api.openml.org/data/download/21572001/predictions.arff
area_under_roc_curve
0.9862204724409449 [0.98622,0.98622]
average_cost
0
f_measure
0.9847164524082129 [0.986028,0.983078]
kappa
0.9691134094885253
kb_relative_information_score
0.9688393931008893
mean_absolute_error
0.015306122448979591
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.9852032730683398 [1,0.966719]
predictive_accuracy
0.9846938775510204
prior_entropy
0.9911281447384036
recall
0.9846938775510204 [0.972441,1]
relative_absolute_error
0.030992081734714544
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.12371791482634838
root_relative_squared_error
0.24896843774727082
total_cost
0
area_under_roc_curve
0.9935064935064934 [0.993506,0.993506]
area_under_roc_curve
0.9805194805194807 [0.980519,0.980519]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.980263157894737 [0.980263,0.980263]
area_under_roc_curve
0.9671052631578946 [0.967105,0.967105]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
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
0.9927593990347404 [0.993464,0.99187]
f_measure
0.9783057875035991 [0.980132,0.976]
f_measure
0.9927062319881188 [0.993377,0.99187]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.9927062319881188 [0.993377,0.99187]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.9781445157497672 [0.979866,0.976]
f_measure
0.9636013954981383 [0.965986,0.96063]
f_measure
0.9927062319881188 [0.993377,0.99187]
kappa
0.9853347502656747
kappa
0.9561533573395468
kappa
0.9852481964035749
kappa
0.9705439690389164
kappa
0.9705439690389164
kappa
0.9852481964035749
kappa
0.9705439690389164
kappa
0.9558870881184931
kappa
0.9267144538354554
kappa
0.9852481964035749
kb_relative_information_score
0.9852353292061459
kb_relative_information_score
0.9557059876184374
kb_relative_information_score
0.9851430722518728
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9851430722518728
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9554292167556183
kb_relative_information_score
0.9257153612593639
kb_relative_information_score
0.9851430722518728
mean_absolute_error
0.007246376811594203
mean_absolute_error
0.021739130434782608
mean_absolute_error
0.0072992700729927005
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.0072992700729927005
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.021897810218978103
mean_absolute_error
0.0364963503649635
mean_absolute_error
0.0072992700729927005
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
0.992870500233754 [1,0.983871]
precision
0.9792798913043478 [1,0.953125]
precision
0.9928184600894748 [1,0.983871]
precision
0.9858649055729347 [1,0.968254]
precision
0.9858649055729347 [1,0.968254]
precision
0.9928184600894748 [1,0.983871]
precision
0.9858649055729347 [1,0.968254]
precision
0.9791286496350365 [1,0.953125]
precision
0.9662685246626852 [1,0.924242]
precision
0.9928184600894748 [1,0.983871]
predictive_accuracy
0.9927536231884058
predictive_accuracy
0.9782608695652173
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9781021897810218
predictive_accuracy
0.9635036496350365
predictive_accuracy
0.9927007299270073
prior_entropy
0.9903020513891087
prior_entropy
0.9903020513891087
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
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prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
recall
0.9927536231884058 [0.987013,1]
recall
0.9782608695652174 [0.961039,1]
recall
0.9927007299270073 [0.986842,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9927007299270073 [0.986842,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9781021897810219 [0.960526,1]
recall
0.9635036496350365 [0.934211,1]
recall
0.9927007299270073 [0.986842,1]
relative_absolute_error
0.014681055668340593
relative_absolute_error
0.044043167005021776
relative_absolute_error
0.01477753041009256
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.01477753041009256
relative_absolute_error
0.02955506082018512
relative_absolute_error
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relative_absolute_error
0.07388765205046278
relative_absolute_error
0.01477753041009256
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
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root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
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0.4969943259580404
root_mean_squared_error
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root_mean_squared_error
0.14744195615489714
root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.14797908710009702
root_mean_squared_error
0.19104017997521752
root_mean_squared_error
0.0854357657716761
root_relative_squared_error
0.17140482489011802
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
0.24311025771396072
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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total_cost
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total_cost
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total_cost
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0
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
1.523855000414187
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_training
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usercpu_time_millis_training
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wall_clock_time_millis
31.318187713623047
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52.52337455749512
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