10325440
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)
8181125
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
358.0737967858615
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.7802829217620928
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
0.0009502473910524347
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
7287
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
21572566
description
https://api.openml.org/data/download/21572566/description.xml
-1
21572567
predictions
https://api.openml.org/data/download/21572567/predictions.arff
area_under_roc_curve
0.9875328083989502 [0.987533,0.987533]
average_cost
0
f_measure
0.9861703705880445 [0.987375,0.984665]
kappa
0.9720458795875297
kb_relative_information_score
0.9718070699484236
mean_absolute_error
0.013848396501457727
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.9865699175423065 [1,0.969793]
predictive_accuracy
0.9861516034985423
prior_entropy
0.9911281447384036
recall
0.9861516034985423 [0.975066,1]
relative_absolute_error
0.028040454902836975
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.11767921014970201
root_relative_squared_error
0.23681622138093428
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
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
0.9736842105263158 [0.973684,0.973684]
area_under_roc_curve
0.9605263157894737 [0.960526,0.960526]
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
0.985421866415509 [0.986667,0.983871]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
1 [1,1]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
0.9708718102878687 [0.972973,0.968254]
f_measure
0.9563309294070591 [0.958904,0.953125]
f_measure
1 [1,1]
kappa
1
kappa
0.9561533573395468
kappa
1
kappa
0.9705439690389164
kappa
0.9705439690389164
kappa
1
kappa
0.9705439690389164
kappa
0.9412773253321904
kappa
0.9121982482375561
kappa
1
kb_relative_information_score
1
kb_relative_information_score
0.9557059876184374
kb_relative_information_score
1
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
1
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
0.9405722890074912
kb_relative_information_score
0.9108584335112369
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0.021739130434782608
mean_absolute_error
0
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.014598540145985401
mean_absolute_error
0
mean_absolute_error
0.014598540145985401
mean_absolute_error
0.029197080291970802
mean_absolute_error
0.043795620437956206
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
0.9858649055729347 [1,0.968254]
precision
0.9858649055729347 [1,0.968254]
precision
1 [1,1]
precision
0.9858649055729347 [1,0.968254]
precision
0.972599663110612 [1,0.938462]
precision
0.9601263754221593 [1,0.910448]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
0.9782608695652173
predictive_accuracy
1
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9854014598540146
predictive_accuracy
1
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9708029197080292
predictive_accuracy
0.9562043795620438
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
0.9782608695652174 [0.961039,1]
recall
1 [1,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9854014598540146 [0.973684,1]
recall
1 [1,1]
recall
0.9854014598540146 [0.973684,1]
recall
0.9708029197080292 [0.947368,1]
recall
0.9562043795620438 [0.921053,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0.044043167005021776
relative_absolute_error
0
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.02955506082018512
relative_absolute_error
0
relative_absolute_error
0.02955506082018512
relative_absolute_error
0.05911012164037024
relative_absolute_error
0.08866518246055534
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
0.14744195615489714
root_mean_squared_error
0
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0.1708715315433522
root_mean_squared_error
0.20927403192454674
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.2968818653721309
root_relative_squared_error
0
root_relative_squared_error
0.24311025771396072
root_relative_squared_error
0.24311025771396072
root_relative_squared_error
0
root_relative_squared_error
0.24311025771396072
root_relative_squared_error
0.3438098236111016
root_relative_squared_error
0.4210793182017436
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
15.343856997787952
usercpu_time_millis
11.487602001579944
usercpu_time_millis
13.388147999648936
usercpu_time_millis
12.937455001519993
usercpu_time_millis
15.53472199884709
usercpu_time_millis
13.760173998889513
usercpu_time_millis
13.984201999846846
usercpu_time_millis
13.393220000580186
usercpu_time_millis
17.2623430044041
usercpu_time_millis
17.2304890002124
usercpu_time_millis_testing
1.0052059988083784
usercpu_time_millis_testing
1.017073002003599
usercpu_time_millis_testing
0.9924779988068622
usercpu_time_millis_testing
1.0289040001225658
usercpu_time_millis_testing
1.1231360003876034
usercpu_time_millis_testing
1.061578997905599
usercpu_time_millis_testing
1.0317269989172928
usercpu_time_millis_testing
1.0331060002499726
usercpu_time_millis_testing
1.074073003110243
usercpu_time_millis_testing
1.0364580011810176
usercpu_time_millis_training
14.338650998979574
usercpu_time_millis_training
10.470528999576345
usercpu_time_millis_training
12.395670000842074
usercpu_time_millis_training
11.908551001397427
usercpu_time_millis_training
14.411585998459486
usercpu_time_millis_training
12.698595000983914
usercpu_time_millis_training
12.952475000929553
usercpu_time_millis_training
12.360114000330213
usercpu_time_millis_training
16.18827000129386
usercpu_time_millis_training
16.194030999031384
wall_clock_time_millis
15.354394912719727
wall_clock_time_millis
11.497020721435547
wall_clock_time_millis
13.400793075561523
wall_clock_time_millis
12.975215911865234
wall_clock_time_millis
15.546560287475586
wall_clock_time_millis
13.76962661743164
wall_clock_time_millis
13.996362686157227
wall_clock_time_millis
13.404130935668945
wall_clock_time_millis
17.27437973022461
wall_clock_time_millis
17.242908477783203
wall_clock_time_millis_testing
1.0099411010742188
wall_clock_time_millis_testing
1.0211467742919922
wall_clock_time_millis_testing
0.9982585906982422
wall_clock_time_millis_testing
1.033782958984375
wall_clock_time_millis_testing
1.1286735534667969
wall_clock_time_millis_testing
1.065969467163086
wall_clock_time_millis_testing
1.0368824005126953
wall_clock_time_millis_testing
1.0383129119873047
wall_clock_time_millis_testing
1.0783672332763672
wall_clock_time_millis_testing
1.0418891906738281
wall_clock_time_millis_training
14.344453811645508
wall_clock_time_millis_training
10.475873947143555
wall_clock_time_millis_training
12.402534484863281
wall_clock_time_millis_training
11.94143295288086
wall_clock_time_millis_training
14.417886734008789
wall_clock_time_millis_training
12.703657150268555
wall_clock_time_millis_training
12.959480285644531
wall_clock_time_millis_training
12.36581802368164
wall_clock_time_millis_training
16.196012496948242
wall_clock_time_millis_training
16.201019287109375