10329327
8323
Heinrich Peters
53
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8184947
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
3.312343319204839
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
4.733268526269414e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
31886
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.
54
vehicle
https://www.openml.org/data/download/54/dataset_54_vehicle.arff
-1
21580351
description
https://api.openml.org/data/download/21580351/description.xml
-1
21580352
predictions
https://api.openml.org/data/download/21580352/predictions.arff
area_under_roc_curve
0.5184467993623921 [0.5,0.528584,0.533783,0.510244]
average_cost
0
kappa
0.03704651368431355
kb_relative_information_score
0.13242526292136986
mean_absolute_error
0.35756501182033096
mean_prior_absolute_error
0.3748407731887084
number_of_instances
846 [212,217,218,199]
predictive_accuracy
0.2848699763593381
prior_entropy
1.9990667866719984
recall
0.2848699763593381 [0,0.138249,0.944954,0.025126]
relative_absolute_error
0.9539117337171851
root_mean_prior_squared_error
0.4329203297871725
root_mean_squared_error
0.5979674002989886
root_relative_squared_error
1.3812412103468432
total_cost
0
area_under_roc_curve
0.5161172161172162 [0.5,0.545455,0.52381,0.492308]
area_under_roc_curve
0.507936507936508 [0.5,0.5,0.507937,0.525]
area_under_roc_curve
0.507936507936508 [0.5,0.522727,0.507937,0.5]
area_under_roc_curve
0.5158730158730158 [0.5,0.522727,0.515873,0.525]
area_under_roc_curve
0.5158730158730158 [0.5,0.522727,0.515873,0.525]
area_under_roc_curve
0.5161172161172162 [0.5,0.522727,0.52381,0.517308]
area_under_roc_curve
0.5079365079365079 [0.5,0.522727,0.507937,0.5]
area_under_roc_curve
0.5079365079365079 [0.5,0.52381,0.507937,0.5]
area_under_roc_curve
0.5360943100358423 [0.5,0.539683,0.607038,0.492188]
area_under_roc_curve
0.5593958013312852 [0.5,0.579365,0.628299,0.525]
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
0.032107522867276486
kappa
0.016240433078215426
kappa
0.015873015873015817
kappa
0.032107522867276486
kappa
0.032107522867276486
kappa
0.0324687441686882
kappa
0.015687015687015672
kappa
0.01587301587301589
kappa
0.07182320441988951
kappa
0.11899313501144163
kb_relative_information_score
0.12912184495983356
kb_relative_information_score
0.11554495001547553
kb_relative_information_score
0.11505167346063336
kb_relative_information_score
0.12961512151467564
kb_relative_information_score
0.12961512151467564
kb_relative_information_score
0.12961512151467564
kb_relative_information_score
0.10462579224968561
kb_relative_information_score
0.10478953778578544
kb_relative_information_score
0.1618260666580496
kb_relative_information_score
0.20497759817846808
mean_absolute_error
0.3588235294117647
mean_absolute_error
0.36470588235294116
mean_absolute_error
0.36470588235294116
mean_absolute_error
0.3588235294117647
mean_absolute_error
0.3588235294117647
mean_absolute_error
0.3588235294117647
mean_absolute_error
0.36904761904761907
mean_absolute_error
0.36904761904761907
mean_absolute_error
0.34523809523809523
mean_absolute_error
0.3273809523809524
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37483044982698976
mean_prior_absolute_error
0.37478291316526624
mean_prior_absolute_error
0.37490896358543435
mean_prior_absolute_error
0.37486694677871163
mean_prior_absolute_error
0.37486694677871163
number_of_instances
85 [21,22,22,20]
number_of_instances
85 [21,22,22,20]
number_of_instances
85 [21,22,22,20]
number_of_instances
85 [21,22,22,20]
number_of_instances
85 [21,22,22,20]
number_of_instances
85 [21,22,22,20]
number_of_instances
84 [22,22,21,19]
number_of_instances
84 [22,21,21,20]
number_of_instances
84 [21,21,22,20]
number_of_instances
84 [21,21,22,20]
predictive_accuracy
0.2823529411764706
predictive_accuracy
0.27058823529411763
predictive_accuracy
0.27058823529411763
predictive_accuracy
0.2823529411764706
predictive_accuracy
0.2823529411764706
predictive_accuracy
0.2823529411764706
predictive_accuracy
0.2619047619047619
predictive_accuracy
0.2619047619047619
predictive_accuracy
0.30952380952380953
predictive_accuracy
0.34523809523809523
prior_entropy
1.9989496630655892
prior_entropy
1.9989496630655892
prior_entropy
1.9989496630655892
prior_entropy
1.9989496630655892
prior_entropy
1.9989496630655892
prior_entropy
1.9989496630655892
prior_entropy
1.998373047127382
prior_entropy
1.9998531439726461
prior_entropy
1.99937603159913
prior_entropy
1.99937603159913
recall
0.2823529411764706 [0,0.090909,1,0]
recall
0.27058823529411763 [0,0,1,0.05]
recall
0.27058823529411763 [0,0.045455,1,0]
recall
0.2823529411764706 [0,0.045455,1,0.05]
recall
0.2823529411764706 [0,0.045455,1,0.05]
recall
0.2823529411764706 [0,0.045455,1,0.05]
recall
0.2619047619047619 [0,0.045455,1,0]
recall
0.2619047619047619 [0,0.047619,1,0]
recall
0.30952380952380953 [0,0.52381,0.681818,0]
recall
0.34523809523809523 [0,0.52381,0.772727,0.05]
relative_absolute_error
0.9572955707770984
relative_absolute_error
0.9729889407898377
relative_absolute_error
0.9729889407898377
relative_absolute_error
0.9572955707770984
relative_absolute_error
0.9572955707770984
relative_absolute_error
0.9572955707770984
relative_absolute_error
0.9846970234869856
relative_absolute_error
0.9843659525188183
relative_absolute_error
0.9209616857521807
relative_absolute_error
0.8733257364891368
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.43290840668819885
root_mean_prior_squared_error
0.4328534993731614
root_mean_prior_squared_error
0.43299907891329226
root_mean_prior_squared_error
0.43295055783892555
root_mean_prior_squared_error
0.43295055783892555
root_mean_squared_error
0.5990188055576926
root_mean_squared_error
0.6039088361275575
root_mean_squared_error
0.6039088361275575
root_mean_squared_error
0.5990188055576926
root_mean_squared_error
0.5990188055576926
root_mean_squared_error
0.5990188055576926
root_mean_squared_error
0.6074928962939559
root_mean_squared_error
0.6074928962939559
root_mean_squared_error
0.5875696513930031
root_mean_squared_error
0.5721721352713294
root_relative_squared_error
1.383707953699163
root_relative_squared_error
1.39500371625382
root_relative_squared_error
1.39500371625382
root_relative_squared_error
1.383707953699163
root_relative_squared_error
1.383707953699163
root_relative_squared_error
1.383707953699163
root_relative_squared_error
1.403460748668312
root_relative_squared_error
1.4029888881486647
root_relative_squared_error
1.3571287546685686
root_relative_squared_error
1.3215646103502647
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
86.99401900230441
usercpu_time_millis
86.17632901587058
usercpu_time_millis
84.57131899194792
usercpu_time_millis
84.2174610006623
usercpu_time_millis
84.2290970031172
usercpu_time_millis
84.52363299147692
usercpu_time_millis
84.4486710120691
usercpu_time_millis
84.64165699842852
usercpu_time_millis
84.40944000903983
usercpu_time_millis
84.46975400147494
usercpu_time_millis_testing
5.7771499996306375
usercpu_time_millis_testing
7.190947013441473
usercpu_time_millis_testing
5.7399700017413124
usercpu_time_millis_testing
5.748983996454626
usercpu_time_millis_testing
5.717663996620104
usercpu_time_millis_testing
5.711919991881587
usercpu_time_millis_testing
5.615529007627629
usercpu_time_millis_testing
5.696884996723384
usercpu_time_millis_testing
5.6505550019210204
usercpu_time_millis_testing
5.685241005267017
usercpu_time_millis_training
81.21686900267377
usercpu_time_millis_training
78.9853820024291
usercpu_time_millis_training
78.8313489902066
usercpu_time_millis_training
78.46847700420767
usercpu_time_millis_training
78.5114330064971
usercpu_time_millis_training
78.81171299959533
usercpu_time_millis_training
78.83314200444147
usercpu_time_millis_training
78.94477200170513
usercpu_time_millis_training
78.7588850071188
usercpu_time_millis_training
78.78451299620792
wall_clock_time_millis
87.01825141906738
wall_clock_time_millis
86.21382713317871
wall_clock_time_millis
84.64264869689941
wall_clock_time_millis
84.2428207397461
wall_clock_time_millis
84.32126045227051
wall_clock_time_millis
84.55967903137207
wall_clock_time_millis
84.4717025756836
wall_clock_time_millis
84.67888832092285
wall_clock_time_millis
84.51986312866211
wall_clock_time_millis
84.49625968933105
wall_clock_time_millis_testing
5.789756774902344
wall_clock_time_millis_testing
7.2021484375
wall_clock_time_millis_testing
5.751609802246094
wall_clock_time_millis_testing
5.761623382568359
wall_clock_time_millis_testing
5.729436874389648
wall_clock_time_millis_testing
5.722999572753906
wall_clock_time_millis_testing
5.626678466796875
wall_clock_time_millis_testing
5.7086944580078125
wall_clock_time_millis_testing
5.661487579345703
wall_clock_time_millis_testing
5.698442459106445
wall_clock_time_millis_training
81.22849464416504
wall_clock_time_millis_training
79.01167869567871
wall_clock_time_millis_training
78.89103889465332
wall_clock_time_millis_training
78.48119735717773
wall_clock_time_millis_training
78.59182357788086
wall_clock_time_millis_training
78.83667945861816
wall_clock_time_millis_training
78.84502410888672
wall_clock_time_millis_training
78.97019386291504
wall_clock_time_millis_training
78.8583755493164
wall_clock_time_millis_training
78.79781723022461