10330562
8323
Heinrich Peters
9910
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8186145
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
6569.0949086966875
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.7814498162457693
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.18837565420233188
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
36946
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.
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
21582823
description
https://api.openml.org/data/download/21582823/description.xml
-1
21582824
predictions
https://api.openml.org/data/download/21582824/predictions.arff
area_under_roc_curve
0.505669059878398 [0.505669,0.505669]
average_cost
0
f_measure
0.3939648872049734 [0.025258,0.705208]
kappa
0.012281201266920557
kb_relative_information_score
0.08524700844137253
mean_absolute_error
0.45267928552386033
mean_prior_absolute_error
0.4964308656158626
number_of_instances
3751 [1717,2034]
precision
0.6983924673227235 [0.88,0.545089]
predictive_accuracy
0.5473207144761397
prior_entropy
0.9948419333531207
recall
0.5473207144761397 [0.012813,0.998525]
relative_absolute_error
0.9118677279710944
root_mean_prior_squared_error
0.4982112822885347
root_mean_squared_error
0.672814451036733
root_relative_squared_error
1.3504600858217384
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5033508993011799 [0.503351,0.503351]
area_under_roc_curve
0.5058139534883721 [0.505814,0.505814]
area_under_roc_curve
0.502906976744186 [0.502907,0.502907]
area_under_roc_curve
0.5058139534883721 [0.505814,0.505814]
area_under_roc_curve
0.509164852789552 [0.509165,0.509165]
area_under_roc_curve
0.502906976744186 [0.502907,0.502907]
area_under_roc_curve
0.5087719298245614 [0.508772,0.508772]
area_under_roc_curve
0.5063209494324046 [0.506321,0.506321]
area_under_roc_curve
0.5116959064327485 [0.511696,0.511696]
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
0.3908293167701864 [0.022857,0.702609]
f_measure
0.3921088761174968 [0.022989,0.704861]
f_measure
0.38620602879153676 [0.011561,0.70364]
f_measure
0.3921088761174968 [0.022989,0.704861]
f_measure
0.4024037625343863 [0.045198,0.705061]
f_measure
0.38620602879153676 [0.011561,0.70364]
f_measure
0.40105747126436775 [0.034483,0.708333]
f_measure
0.3997455900621118 [0.034286,0.706087]
f_measure
0.4068491925465839 [0.045714,0.709565]
kappa
0
kappa
0.0072453671450466725
kappa
0.012577057711966821
kappa
0.006291549797771749
kappa
0.012577057711966821
kappa
0.019797386126363028
kappa
0.006291549797771749
kappa
0.01905829596412566
kappa
0.013726131005182435
kappa
0.02539801111162991
kb_relative_information_score
0.07554541922595068
kb_relative_information_score
0.07874526217998018
kb_relative_information_score
0.08413271678711479
kb_relative_information_score
0.07874526217998012
kb_relative_information_score
0.08413271678711479
kb_relative_information_score
0.08952017139424927
kb_relative_information_score
0.07874526217998012
kb_relative_information_score
0.0943146803179446
kb_relative_information_score
0.08892369627221813
kb_relative_information_score
0.09970566436367106
mean_absolute_error
0.4574468085106383
mean_absolute_error
0.456
mean_absolute_error
0.4533333333333333
mean_absolute_error
0.456
mean_absolute_error
0.4533333333333333
mean_absolute_error
0.45066666666666666
mean_absolute_error
0.456
mean_absolute_error
0.448
mean_absolute_error
0.45066666666666666
mean_absolute_error
0.44533333333333336
mean_prior_absolute_error
0.4964057123095849
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.5997275985663082 [0.666667,0.543011]
precision
0.7532797140303843 [1,0.544236]
precision
0.7524919786096257 [1,0.542781]
precision
0.7532797140303843 [1,0.544236]
precision
0.662472072072072 [0.8,0.545946]
precision
0.7524919786096257 [1,0.542781]
precision
0.7543225806451613 [1,0.548387]
precision
0.6396603773584906 [0.75,0.54717]
precision
0.7551266846361187 [1,0.549865]
predictive_accuracy
0.5425531914893618
predictive_accuracy
0.544
predictive_accuracy
0.5466666666666666
predictive_accuracy
0.544
predictive_accuracy
0.5466666666666666
predictive_accuracy
0.5493333333333333
predictive_accuracy
0.544
predictive_accuracy
0.552
predictive_accuracy
0.5493333333333333
predictive_accuracy
0.5546666666666666
prior_entropy
0.9947691829105159
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.9950671927429882
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
prior_entropy
0.994415729388281
recall
0.5425531914893617 [0,1]
recall
0.544 [0.011628,0.995074]
recall
0.5466666666666666 [0.011628,1]
recall
0.544 [0.005814,1]
recall
0.5466666666666666 [0.011628,1]
recall
0.5493333333333333 [0.023256,0.995074]
recall
0.544 [0.005814,1]
recall
0.552 [0.017544,1]
recall
0.5493333333333333 [0.017544,0.995098]
recall
0.5546666666666666 [0.023392,1]
relative_absolute_error
0.9215180187639546
relative_absolute_error
0.918412820167894
relative_absolute_error
0.9130419849622338
relative_absolute_error
0.918412820167894
relative_absolute_error
0.9130419849622338
relative_absolute_error
0.9076711497565736
relative_absolute_error
0.918412820167894
relative_absolute_error
0.9027098303832592
relative_absolute_error
0.9080831031831594
relative_absolute_error
0.8973365575833588
root_mean_prior_squared_error
0.4981860380352768
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_squared_error
0.6763481415000993
root_mean_squared_error
0.6752777206453653
root_mean_squared_error
0.6733003292241385
root_mean_squared_error
0.6752777206453653
root_mean_squared_error
0.6733003292241385
root_mean_squared_error
0.6713171133426189
root_mean_squared_error
0.6752777206453653
root_mean_squared_error
0.6693280212272604
root_mean_squared_error
0.6713171133426189
root_mean_squared_error
0.6673330003329173
root_relative_squared_error
1.3576216310024463
root_relative_squared_error
1.355191718249749
root_relative_squared_error
1.3512233591645069
root_relative_squared_error
1.355191718249749
root_relative_squared_error
1.3512233591645069
root_relative_squared_error
1.3472433111694861
root_relative_squared_error
1.355191718249749
root_relative_squared_error
1.3438611602607389
root_relative_squared_error
1.3478548129291419
root_relative_squared_error
1.3398556039284333
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
45888.368615997024
usercpu_time_millis
45833.44577999378
usercpu_time_millis
45656.50966699468
usercpu_time_millis
44529.24972999608
usercpu_time_millis
45362.718381991726
usercpu_time_millis
44777.39694900811
usercpu_time_millis
44977.52816800494
usercpu_time_millis
44900.79441097623
usercpu_time_millis
44708.03587598493
usercpu_time_millis
44879.969432004145
usercpu_time_millis_testing
4390.028124005767
usercpu_time_millis_testing
4369.053854999947
usercpu_time_millis_testing
4559.0722219931195
usercpu_time_millis_testing
4289.987226991798
usercpu_time_millis_testing
4349.674726996454
usercpu_time_millis_testing
4462.912354996661
usercpu_time_millis_testing
4385.387180998805
usercpu_time_millis_testing
4332.838056987384
usercpu_time_millis_testing
4408.425887988415
usercpu_time_millis_testing
4360.213470004965
usercpu_time_millis_training
41498.34049199126
usercpu_time_millis_training
41464.39192499383
usercpu_time_millis_training
41097.43744500156
usercpu_time_millis_training
40239.262503004284
usercpu_time_millis_training
41013.04365499527
usercpu_time_millis_training
40314.48459401145
usercpu_time_millis_training
40592.14098700613
usercpu_time_millis_training
40567.95635398885
usercpu_time_millis_training
40299.60998799652
usercpu_time_millis_training
40519.75596199918
wall_clock_time_millis
51348.13094139099
wall_clock_time_millis
50643.81217956543
wall_clock_time_millis
54911.537408828735
wall_clock_time_millis
50677.666902542114
wall_clock_time_millis
49474.0195274353
wall_clock_time_millis
45977.66137123108
wall_clock_time_millis
50710.98351478577
wall_clock_time_millis
48585.421562194824
wall_clock_time_millis
50078.571796417236
wall_clock_time_millis
50193.477630615234
wall_clock_time_millis_testing
4891.020059585571
wall_clock_time_millis_testing
4769.52600479126
wall_clock_time_millis_testing
4863.858222961426
wall_clock_time_millis_testing
4646.589040756226
wall_clock_time_millis_testing
4494.03715133667
wall_clock_time_millis_testing
4467.768669128418
wall_clock_time_millis_testing
4892.282724380493
wall_clock_time_millis_testing
4494.262456893921
wall_clock_time_millis_testing
4640.8703327178955
wall_clock_time_millis_testing
4936.2077713012695
wall_clock_time_millis_training
46457.11088180542
wall_clock_time_millis_training
45874.28617477417
wall_clock_time_millis_training
50047.67918586731
wall_clock_time_millis_training
46031.07786178589
wall_clock_time_millis_training
44979.98237609863
wall_clock_time_millis_training
41509.89270210266
wall_clock_time_millis_training
45818.70079040527
wall_clock_time_millis_training
44091.1591053009
wall_clock_time_millis_training
45437.70146369934
wall_clock_time_millis_training
45257.269859313965