10417382
10344
Christian Geißler
2295
Supervised Regression
mean_absolute_error
17357
sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.linear_model.stochastic_gradient.SGDRegressor)(1)
8254455
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"mean"
12737
verbose
0
12737
memory
null
17357
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
17357
verbose
false
17357
alpha
0.00017662094964070792
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
17358
eta0
0.1
17358
fit_intercept
true
17358
l1_ratio
0.029548349209827105
17358
learning_rate
"invscaling"
17358
loss
"squared_loss"
17358
max_iter
10.5677350479332
17358
n_iter_no_change
5
17358
penalty
"l2"
17358
power_t
0.6121322819458367
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random_state
9731
17358
shuffle
true
17358
tol
0.0003460254924948705
17358
validation_fraction
0.1
17358
verbose
0
17358
warm_start
false
17358
openml-python
Sklearn_0.21.2.
204
cholesterol
https://www.openml.org/data/download/3641/dataset_2190_cholesterol.arff
-1
21756904
description
https://api.openml.org/data/download/21756904/description.xml
-1
21756905
predictions
https://api.openml.org/data/download/21756905/predictions.arff
mean_absolute_error
31660484190182.184
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
805326307450.2394
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
34289531543528
root_relative_squared_error
663350716945.0181
mean_absolute_error
17360485438378.58
mean_absolute_error
15204863349763.273
mean_absolute_error
24794994534574.703
mean_absolute_error
37389656838271.24
mean_absolute_error
32712543504634.043
mean_absolute_error
35307666457815.8
mean_absolute_error
57270389879616.7
mean_absolute_error
22745038826402.26
mean_absolute_error
45581048205132.8
mean_absolute_error
29492191842159.94
mean_prior_absolute_error
34.35228361545832
mean_prior_absolute_error
46.13669754072183
mean_prior_absolute_error
48.45416799744492
mean_prior_absolute_error
36.80759075907591
mean_prior_absolute_error
35.76963696369638
mean_prior_absolute_error
35.56138613861386
mean_prior_absolute_error
40.7023102310231
mean_prior_absolute_error
39.271947194719466
mean_prior_absolute_error
46.23102310231024
mean_prior_absolute_error
29.48481848184819
number_of_instances
31
number_of_instances
31
number_of_instances
31
number_of_instances
30
number_of_instances
30
number_of_instances
30
number_of_instances
30
number_of_instances
30
number_of_instances
30
number_of_instances
30
relative_absolute_error
505366270048.0985
relative_absolute_error
329561155441.2393
relative_absolute_error
511720571404.3463
relative_absolute_error
1015813751109.2549
relative_absolute_error
914533841588.4661
relative_absolute_error
992865303961.7438
relative_absolute_error
1407055018610.8477
relative_absolute_error
579167585290.005
relative_absolute_error
985940720028.215
relative_absolute_error
1000250073111.9064
root_mean_prior_squared_error
44.25073358346951
root_mean_prior_squared_error
55.91966782418832
root_mean_prior_squared_error
73.95531111614328
root_mean_prior_squared_error
50.80584425448262
root_mean_prior_squared_error
43.462952037910256
root_mean_prior_squared_error
40.85998165491252
root_mean_prior_squared_error
51.607395297133905
root_mean_prior_squared_error
48.5855424228541
root_mean_prior_squared_error
59.201043178148815
root_mean_prior_squared_error
37.58232523602973
root_mean_squared_error
17891587770507.35
root_mean_squared_error
15702454451299.404
root_mean_squared_error
25025655745549.992
root_mean_squared_error
37532321078188.92
root_mean_squared_error
33035156496239.746
root_mean_squared_error
35428849640883.58
root_mean_squared_error
57599603574716.336
root_mean_squared_error
23074927184825.86
root_mean_squared_error
46439157003010.89
root_mean_squared_error
29675077195446.457
root_relative_squared_error
404322964200.327
root_relative_squared_error
280803786257.60065
root_relative_squared_error
338388891451.601
root_relative_squared_error
738740230163.1357
root_relative_squared_error
760076224629.7734
root_relative_squared_error
867079430923.4359
root_relative_squared_error
1116111426338.8374
root_relative_squared_error
474934024282.3279
root_relative_squared_error
784431396981.7283
root_relative_squared_error
789601947433.4524
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
wall_clock_time_millis
15.642404556274414
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.62809944152832
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.636682510375977
wall_clock_time_millis
0
wall_clock_time_millis_training
15.642404556274414
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.62809944152832
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.636682510375977
wall_clock_time_millis_training
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0