10558042
8323
Heinrich Peters
3903
Supervised Classification
18591
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1)
8275574
copy
true
17405
with_mean
true
17405
with_std
true
17405
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"median"
17407
verbose
0
17407
C
0.001
17462
class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
17462
l1_ratio
null
17462
max_iter
10000
17462
multi_class
"warn"
17462
n_jobs
null
17462
penalty
"l2"
17462
random_state
1
17462
solver
"lbfgs"
17462
tol
0.0001
17462
verbose
0
17462
warm_start
false
17462
memory
null
18591
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": "logisticregression", "step_name": "logisticregression"}}]
18591
verbose
false
18591
openml-python
Sklearn_0.21.2.
1050
pc3
https://www.openml.org/data/download/53933/pc3.arff
-1
22041044
description
https://api.openml.org/data/download/22041044/description.xml
-1
22041045
predictions
https://api.openml.org/data/download/22041045/predictions.arff
area_under_roc_curve
0.7975231646471845 [0.797523,0.797523]
average_cost
0
f_measure
0.8488911474129291 [0.9457,0]
kappa
-0.001273261898035361
kb_relative_information_score
-0.0885329829710088
mean_absolute_error
0.17619118516359097
mean_prior_absolute_error
0.1841804999396983
weighted_recall
0.8969929622520794 [0.999287,0]
number_of_instances
1563 [1403,160]
precision
0.8056857401022198 [0.897567,0]
predictive_accuracy
0.8969929622520794
prior_entropy
0.47645699262891783
relative_absolute_error
0.9566223635036117
root_mean_prior_squared_error
0.30313107457396465
root_mean_squared_error
0.2934283806398191
root_relative_squared_error
0.9679917542344275
total_cost
0
unweighted_recall
0.49964362081254454 [0.999287,0]
area_under_roc_curve
0.8036347517730497 [0.803635,0.803635]
area_under_roc_curve
0.8940602836879433 [0.89406,0.89406]
area_under_roc_curve
0.836436170212766 [0.836436,0.836436]
area_under_roc_curve
0.8129464285714286 [0.812946,0.812946]
area_under_roc_curve
0.7558035714285715 [0.755804,0.755804]
area_under_roc_curve
0.7823660714285714 [0.782366,0.782366]
area_under_roc_curve
0.7616071428571428 [0.761607,0.761607]
area_under_roc_curve
0.7566964285714286 [0.756696,0.756696]
area_under_roc_curve
0.7964285714285714 [0.796429,0.796429]
area_under_roc_curve
0.8011160714285714 [0.801116,0.801116]
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
0.8457192524989134 [0.942373,0]
kappa
0
kappa
0
kappa
0
kappa
-0.012213740458014988
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.10439293802773976
kb_relative_information_score
-0.1299483859567454
kb_relative_information_score
-0.13871945333022512
kb_relative_information_score
-0.03560312043307864
kb_relative_information_score
-0.00773952026301968
kb_relative_information_score
-0.011461366437341268
kb_relative_information_score
-0.1572106303186233
kb_relative_information_score
-0.11416001647574786
kb_relative_information_score
-0.06125166539017795
kb_relative_information_score
-0.12461658542273416
mean_absolute_error
0.1759961474801813
mean_absolute_error
0.17988090430029458
mean_absolute_error
0.1782344013886901
mean_absolute_error
0.17327849799786102
mean_absolute_error
0.17156368267582248
mean_absolute_error
0.1720422620946784
mean_absolute_error
0.18064924212024483
mean_absolute_error
0.17770312250926698
mean_absolute_error
0.17334905355575747
mean_absolute_error
0.17917903816902078
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18381799312183292
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
mean_prior_absolute_error
0.18433685590235094
number_of_instances
157 [141,16]
number_of_instances
157 [141,16]
number_of_instances
157 [141,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
number_of_instances
156 [140,16]
precision
0.80479735318445 [0.896774,0]
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.891025641025641
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8974358974358974
predictive_accuracy
0.8974358974358974
prior_entropy
0.47503096657936333
prior_entropy
0.47503096657936333
prior_entropy
0.47503096657936333
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
prior_entropy
0.4770720643041321
relative_absolute_error
0.9574478781494075
relative_absolute_error
0.9785815917436936
relative_absolute_error
0.9696243461354621
relative_absolute_error
0.9400100546884238
relative_absolute_error
0.9307074368606201
relative_absolute_error
0.9333036589590887
relative_absolute_error
0.9799952442279934
relative_absolute_error
0.9640129839439266
relative_absolute_error
0.9403928080860071
relative_absolute_error
0.9720196066701798
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30253254627312504
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_prior_squared_error
0.30338886653108843
root_mean_squared_error
0.28782909523700917
root_mean_squared_error
0.28650982922148
root_mean_squared_error
0.29557104328160416
root_mean_squared_error
0.292854827759978
root_mean_squared_error
0.29335666881759526
root_mean_squared_error
0.2903745343601443
root_mean_squared_error
0.29773860012697334
root_mean_squared_error
0.2970887582878129
root_mean_squared_error
0.29447117886536545
root_mean_squared_error
0.2982988298560062
root_relative_squared_error
0.9513987793470602
root_relative_squared_error
0.9470380385547682
root_relative_squared_error
0.9769892427202326
root_relative_squared_error
0.965278756298623
root_relative_squared_error
0.9669328745375527
root_relative_squared_error
0.9571034615747491
root_relative_squared_error
0.9813761577057208
root_relative_squared_error
0.9792342141117101
root_relative_squared_error
0.9706064109481447
root_relative_squared_error
0.983222730836233
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
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.49642857142857144 [0.992857,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
usercpu_time_millis
29.886000000260537
usercpu_time_millis
31.096000002435176
usercpu_time_millis
31.76000000166823
usercpu_time_millis
32.38799999962794
usercpu_time_millis
34.992000000784174
usercpu_time_millis
36.55799999614828
usercpu_time_millis
39.953999999852385
usercpu_time_millis
33.159999999043066
usercpu_time_millis
32.49599999981001
usercpu_time_millis
28.9760000014212
usercpu_time_millis_testing
1.5240000029734802
usercpu_time_millis_testing
1.2940000015078112
usercpu_time_millis_testing
1.2800000004062895
usercpu_time_millis_testing
1.2520000018412247
usercpu_time_millis_testing
1.3199999993958045
usercpu_time_millis_testing
1.6379999979108106
usercpu_time_millis_testing
1.4960000007704366
usercpu_time_millis_testing
1.6619999987597112
usercpu_time_millis_testing
1.2239999996381812
usercpu_time_millis_testing
1.2040000001434237
usercpu_time_millis_training
28.361999997287057
usercpu_time_millis_training
29.802000000927364
usercpu_time_millis_training
30.480000001261942
usercpu_time_millis_training
31.135999997786712
usercpu_time_millis_training
33.67200000138837
usercpu_time_millis_training
34.91999999823747
usercpu_time_millis_training
38.45799999908195
usercpu_time_millis_training
31.498000000283355
usercpu_time_millis_training
31.27200000017183
usercpu_time_millis_training
27.772000001277775
wall_clock_time_millis
10.411977767944336
wall_clock_time_millis
7.864236831665039
wall_clock_time_millis
8.356809616088867
wall_clock_time_millis
8.362770080566406
wall_clock_time_millis
9.3231201171875
wall_clock_time_millis
10.653972625732422
wall_clock_time_millis
10.741949081420898
wall_clock_time_millis
8.687019348144531
wall_clock_time_millis
8.908987045288086
wall_clock_time_millis
8.960962295532227
wall_clock_time_millis_testing
0.4189014434814453
wall_clock_time_millis_testing
0.32210350036621094
wall_clock_time_millis_testing
0.3249645233154297
wall_clock_time_millis_testing
0.3139972686767578
wall_clock_time_millis_testing
0.3361701965332031
wall_clock_time_millis_testing
0.43010711669921875
wall_clock_time_millis_testing
0.37980079650878906
wall_clock_time_millis_testing
0.4153251647949219
wall_clock_time_millis_testing
0.3120899200439453
wall_clock_time_millis_testing
0.30303001403808594
wall_clock_time_millis_training
9.99307632446289
wall_clock_time_millis_training
7.542133331298828
wall_clock_time_millis_training
8.031845092773438
wall_clock_time_millis_training
8.048772811889648
wall_clock_time_millis_training
8.986949920654297
wall_clock_time_millis_training
10.223865509033203
wall_clock_time_millis_training
10.36214828491211
wall_clock_time_millis_training
8.27169418334961
wall_clock_time_millis_training
8.59689712524414
wall_clock_time_millis_training
8.65793228149414
weighted_recall
0.8980891719745223 [1,0]
weighted_recall
0.8980891719745223 [1,0]
weighted_recall
0.8980891719745223 [1,0]
weighted_recall
0.8910256410256411 [0.992857,0]
weighted_recall
0.8974358974358975 [1,0]
weighted_recall
0.8974358974358975 [1,0]
weighted_recall
0.8974358974358975 [1,0]
weighted_recall
0.8974358974358975 [1,0]
weighted_recall
0.8974358974358975 [1,0]
weighted_recall
0.8974358974358975 [1,0]