10325218
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)
8180903
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
18370.91977764642
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.6334588434388904
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.0004772956899952909
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
13841
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
21572122
description
https://api.openml.org/data/download/21572122/description.xml
-1
21572123
predictions
https://api.openml.org/data/download/21572123/predictions.arff
area_under_roc_curve
0.9885202874230885 [0.98852,0.98852]
average_cost
0
f_measure
0.988341903177311 [0.989474,0.986928]
kappa
0.9764019917269374
kb_relative_information_score
0.9762585852197252
mean_absolute_error
0.011661807580174927
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.9883625978940782 [0.992084,0.983713]
predictive_accuracy
0.9883381924198251
prior_entropy
0.9911281447384036
recall
0.9883381924198251 [0.986877,0.990164]
relative_absolute_error
0.02361301465502061
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.10798984943120778
root_relative_squared_error
0.2173174688822418
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9805194805194807 [0.980519,0.980519]
area_under_roc_curve
0.9836065573770493 [0.983607,0.983607]
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
0.9754098360655736 [0.97541,0.97541]
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
0.9853746010680315 [0.987013,0.983333]
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
0.9780380812555773 [0.980645,0.97479]
kappa
1
kappa
0.9561533573395468
kappa
0.9703527375027051
kappa
0.9852481964035749
kappa
1
kappa
1
kappa
0.9705439690389164
kappa
0.9705439690389164
kappa
0.9557445892107247
kappa
0.9554568115313754
kb_relative_information_score
1
kb_relative_information_score
0.9557059876184374
kb_relative_information_score
0.9702861445037457
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
0.9554292167556185
mean_absolute_error
0
mean_absolute_error
0.021739130434782608
mean_absolute_error
0.014598540145985401
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
0.021897810218978103
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
0.9857757813962194 [0.974359,1]
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
0.9789337521944009 [0.962025,1]
predictive_accuracy
1
predictive_accuracy
0.9782608695652173
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9927007299270073
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9781021897810218
predictive_accuracy
0.9781021897810218
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
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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
0.9854014598540146 [1,0.967213]
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
0.9781021897810219 [1,0.95082]
relative_absolute_error
0
relative_absolute_error
0.044043167005021776
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.01477753041009256
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.04433259123027767
relative_absolute_error
0.04433259123027767
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.49663510423610374
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root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
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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
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0
root_mean_squared_error
0
root_mean_squared_error
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root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0.14797908710009702
root_mean_squared_error
0.14797908710009702
root_relative_squared_error
0
root_relative_squared_error
0.2968818653721309
root_relative_squared_error
0.24311025771396072
root_relative_squared_error
0.1719049118055508
root_relative_squared_error
0
root_relative_squared_error
0
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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total_cost
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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total_cost
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usercpu_time_millis
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usercpu_time_millis
16.978054998617154
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16.82378900295589
usercpu_time_millis
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usercpu_time_millis
18.06077899891534
usercpu_time_millis_testing
0.9770910000952426
usercpu_time_millis_testing
0.903062002180377
usercpu_time_millis_testing
0.9152949969575275
usercpu_time_millis_testing
0.9200150016113184
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0.9490409975114744
usercpu_time_millis_testing
0.896550998731982
usercpu_time_millis_testing
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usercpu_time_millis_testing
0.9069740008271765
usercpu_time_millis_testing
0.90981899847975
usercpu_time_millis_testing
0.9159229994111229
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15.891872000793228
usercpu_time_millis_training
15.988756000297144
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
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usercpu_time_millis_training
16.328801000781823
usercpu_time_millis_training
15.916815002128715
usercpu_time_millis_training
16.458408001199132
usercpu_time_millis_training
17.144855999504216
wall_clock_time_millis
16.882896423339844
wall_clock_time_millis
16.90220832824707
wall_clock_time_millis
16.988754272460938
wall_clock_time_millis
17.15993881225586
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
16.83521270751953
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis_testing
0.9067058563232422
wall_clock_time_millis_testing
0.9191036224365234
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wall_clock_time_millis_testing
0.9195804595947266
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wall_clock_time_millis_training
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