10325436
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)
8181121
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
0.18102401530187834
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.9102558707709079
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
2.518262200985078e-05
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
2306
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
21572558
description
https://api.openml.org/data/download/21572558/description.xml
-1
21572559
predictions
https://api.openml.org/data/download/21572559/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
0.09485856150195035
mean_absolute_error
0.4446064139941691
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
predictive_accuracy
0.5553935860058309
prior_entropy
0.9911281447384036
recall
0.5553935860058309 [1,0]
relative_absolute_error
0.9002461837226607
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.6667881327634506
root_relative_squared_error
1.3418363860686484
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.0993550815748885
kb_relative_information_score
0.0993550815748885
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
kb_relative_information_score
0.09372740736423778
mean_absolute_error
0.4420289855072464
mean_absolute_error
0.4420289855072464
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
mean_absolute_error
0.44525547445255476
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]
predictive_accuracy
0.5579710144927535
predictive_accuracy
0.5579710144927535
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
predictive_accuracy
0.5547445255474452
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
0.5579710144927537 [1,0]
recall
0.5579710144927537 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
recall
0.5547445255474452 [1,0]
relative_absolute_error
0.8955443957687761
relative_absolute_error
0.8955443957687761
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
relative_absolute_error
0.901429355015646
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
0.664852604347194
root_mean_squared_error
0.664852604347194
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_mean_squared_error
0.66727466192907
root_relative_squared_error
1.338714478046881
root_relative_squared_error
1.338714478046881
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
root_relative_squared_error
1.3426202817160648
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
49.669203006487805
usercpu_time_millis
49.93399299928569
usercpu_time_millis
49.66733299806947
usercpu_time_millis
49.864791999425506
usercpu_time_millis
50.035576001391746
usercpu_time_millis
49.982313001237344
usercpu_time_millis
49.803824003902264
usercpu_time_millis
49.43000499770278
usercpu_time_millis
50.162190997070866
usercpu_time_millis
50.26742100017145
usercpu_time_millis_testing
3.9193450029415544
usercpu_time_millis_testing
3.937780998967355
usercpu_time_millis_testing
3.915900000720285
usercpu_time_millis_testing
3.850693999993382
usercpu_time_millis_testing
3.9039149996824563
usercpu_time_millis_testing
3.912926000339212
usercpu_time_millis_testing
3.9678460016148165
usercpu_time_millis_testing
3.902404998370912
usercpu_time_millis_testing
3.9192759977595415
usercpu_time_millis_testing
3.951239999878453
usercpu_time_millis_training
45.74985800354625
usercpu_time_millis_training
45.99621200031834
usercpu_time_millis_training
45.751432997349184
usercpu_time_millis_training
46.014097999432124
usercpu_time_millis_training
46.13166100170929
usercpu_time_millis_training
46.06938700089813
usercpu_time_millis_training
45.83597800228745
usercpu_time_millis_training
45.52759999933187
usercpu_time_millis_training
46.242914999311324
usercpu_time_millis_training
46.316181000293
wall_clock_time_millis
49.68857765197754
wall_clock_time_millis
50.005197525024414
wall_clock_time_millis
49.68905448913574
wall_clock_time_millis
49.88241195678711
wall_clock_time_millis
50.06694793701172
wall_clock_time_millis
50.01521110534668
wall_clock_time_millis
49.87621307373047
wall_clock_time_millis
49.49355125427246
wall_clock_time_millis
50.19259452819824
wall_clock_time_millis
50.31394958496094
wall_clock_time_millis_testing
3.929615020751953
wall_clock_time_millis_testing
3.9474964141845703
wall_clock_time_millis_testing
3.9243698120117188
wall_clock_time_millis_testing
3.8597583770751953
wall_clock_time_millis_testing
3.9131641387939453
wall_clock_time_millis_testing
3.923177719116211
wall_clock_time_millis_testing
3.9777755737304688
wall_clock_time_millis_testing
3.9129257202148438
wall_clock_time_millis_testing
3.929615020751953
wall_clock_time_millis_testing
3.9606094360351562
wall_clock_time_millis_training
45.758962631225586
wall_clock_time_millis_training
46.057701110839844
wall_clock_time_millis_training
45.76468467712402
wall_clock_time_millis_training
46.022653579711914
wall_clock_time_millis_training
46.15378379821777
wall_clock_time_millis_training
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wall_clock_time_millis_training
45.8984375
wall_clock_time_millis_training
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wall_clock_time_millis_training
46.26297950744629
wall_clock_time_millis_training
46.35334014892578