10325166
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)
8180851
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
19699.103575033267
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
6.901334098142353e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
29954
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
21572018
description
https://api.openml.org/data/download/21572018/description.xml
-1
21572019
predictions
https://api.openml.org/data/download/21572019/predictions.arff
area_under_roc_curve
0.9896669678585258 [0.989667,0.989667]
average_cost
0
f_measure
0.9890746124241527 [0.990099,0.987795]
kappa
0.9778949267890286
kb_relative_information_score
0.9777424236434922
mean_absolute_error
0.010932944606413994
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.9891680892025563 [0.996016,0.980614]
predictive_accuracy
0.989067055393586
prior_entropy
0.9911281447384036
recall
0.989067055393586 [0.984252,0.995082]
relative_absolute_error
0.022137201239081822
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.10456072210162855
root_relative_squared_error
0.21041673445521777
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9805194805194807 [0.980519,0.980519]
area_under_roc_curve
0.9918032786885246 [0.991803,0.991803]
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
0.9654874892148404 [0.965487,0.965487]
area_under_roc_curve
0.9918032786885246 [0.991803,0.991803]
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
0.9926944214777463 [0.993464,0.991736]
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
0.9635741929162789 [0.966443,0.96]
f_measure
0.9926944214777463 [0.993464,0.991736]
kappa
1
kappa
0.9561533573395468
kappa
0.9852003888948904
kappa
0.9852481964035749
kappa
1
kappa
1
kappa
0.9705439690389164
kappa
0.9705439690389164
kappa
0.9264784801974886
kappa
0.9852003888948904
kb_relative_information_score
1
kb_relative_information_score
0.9557059876184374
kb_relative_information_score
0.9851430722518728
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
0.925715361259364
kb_relative_information_score
0.9851430722518728
mean_absolute_error
0
mean_absolute_error
0.021739130434782608
mean_absolute_error
0.0072992700729927005
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
0.0364963503649635
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
1 [1,1]
precision
0.9792798913043478 [1,0.953125]
precision
0.992795525642241 [0.987013,1]
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
0.964572292770723 [0.986301,0.9375]
precision
0.992795525642241 [0.987013,1]
predictive_accuracy
1
predictive_accuracy
0.9782608695652173
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9854014598540146
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
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
0.9782608695652174 [0.961039,1]
recall
0.9927007299270073 [1,0.983607]
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
0.9635036496350365 [0.947368,0.983607]
recall
0.9927007299270073 [1,0.983607]
relative_absolute_error
0
relative_absolute_error
0.044043167005021776
relative_absolute_error
0.01477753041009256
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
0.07388765205046278
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
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
0.14744195615489714
root_mean_squared_error
0.0854357657716761
root_mean_squared_error
0.0854357657716761
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0.19104017997521752
root_mean_squared_error
0.0854357657716761
root_relative_squared_error
0
root_relative_squared_error
0.2968818653721309
root_relative_squared_error
0.1719049118055508
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
0.38439106846331766
root_relative_squared_error
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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
20.32034099829616
usercpu_time_millis
20.49952599554672
usercpu_time_millis
17.65440400049556
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
19.065754000621382
usercpu_time_millis
19.1776959982235
usercpu_time_millis
19.05769299628446
usercpu_time_millis_testing
1.3241179985925555
usercpu_time_millis_testing
1.2689849972957745
usercpu_time_millis_testing
1.2471629997889977
usercpu_time_millis_testing
1.2928910000482574
usercpu_time_millis_testing
1.3019609978073277
usercpu_time_millis_testing
1.2578979985846672
usercpu_time_millis_testing
1.1979189985140692
usercpu_time_millis_testing
1.1570269998628646
usercpu_time_millis_testing
1.4539219992002472
usercpu_time_millis_testing
1.266785999177955
usercpu_time_millis_training
18.996222999703605
usercpu_time_millis_training
19.230540998250945
usercpu_time_millis_training
16.407241000706563
usercpu_time_millis_training
19.19599900065805
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
18.34918600070523
usercpu_time_millis_training
17.908727000758518
usercpu_time_millis_training
17.72377399902325
usercpu_time_millis_training
17.790906997106504
wall_clock_time_millis
28.33104133605957
wall_clock_time_millis
20.514249801635742
wall_clock_time_millis
17.667293548583984
wall_clock_time_millis
20.503759384155273
wall_clock_time_millis
20.012855529785156
wall_clock_time_millis
19.155025482177734
wall_clock_time_millis
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wall_clock_time_millis
19.07658576965332
wall_clock_time_millis
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wall_clock_time_millis
19.072532653808594
wall_clock_time_millis_testing
1.3294219970703125
wall_clock_time_millis_testing
1.2750625610351562
wall_clock_time_millis_testing
1.2526512145996094
wall_clock_time_millis_testing
1.3000965118408203
wall_clock_time_millis_testing
1.308441162109375
wall_clock_time_millis_testing
1.2636184692382812
wall_clock_time_millis_testing
1.2054443359375
wall_clock_time_millis_testing
1.1632442474365234
wall_clock_time_millis_testing
1.4615058898925781
wall_clock_time_millis_testing
1.2748241424560547
wall_clock_time_millis_training
27.001619338989258
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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