10417433
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)
8254506
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
1.3155287286073147e-05
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
17358
eta0
0.07900396613406753
17358
fit_intercept
true
17358
l1_ratio
0.3
17358
learning_rate
"invscaling"
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loss
"squared_loss"
17358
max_iter
26225.723019794594
17358
n_iter_no_change
5
17358
penalty
"l2"
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power_t
0.2
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random_state
32404
17358
shuffle
true
17358
tol
0.002773078850371113
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
21757006
description
https://api.openml.org/data/download/21757006/description.xml
-1
21757007
predictions
https://api.openml.org/data/download/21757007/predictions.arff
mean_absolute_error
357594775629002.2
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
9095896275335.645
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
439250823465315.3
root_relative_squared_error
8497559912550.122
mean_absolute_error
84591435338593.6
mean_absolute_error
570012110183953
mean_absolute_error
224352507313320.22
mean_absolute_error
576549556893133.5
mean_absolute_error
748780804216284
mean_absolute_error
109526603037640.25
mean_absolute_error
153132030142956.28
mean_absolute_error
270759629000164.72
mean_absolute_error
680394228031033.5
mean_absolute_error
164309794601318.1
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
2462469054037.734
relative_absolute_error
12354852873481.91
relative_absolute_error
4630200384931.813
relative_absolute_error
15663876526636.55
relative_absolute_error
20933419172697.863
relative_absolute_error
3079930647548.978
relative_absolute_error
3762244188936.475
relative_absolute_error
6894479350811.799
relative_absolute_error
14717265212264.643
relative_absolute_error
5572691407358.419
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
95946063796181.64
root_mean_squared_error
586207232150382
root_mean_squared_error
228257162994958.53
root_mean_squared_error
581403000508396.8
root_mean_squared_error
753148031107611.5
root_mean_squared_error
111328020010075.23
root_mean_squared_error
156698669596122.1
root_mean_squared_error
290984997222252.1
root_mean_squared_error
690062146935646.6
root_mean_squared_error
164909218608024.84
root_relative_squared_error
2168236682793.0657
root_relative_squared_error
10483024219554.023
root_relative_squared_error
3086420157661.0444
root_relative_squared_error
11443624430216.988
root_relative_squared_error
17328506136690.473
root_relative_squared_error
2724622368906.2886
root_relative_squared_error
3036360752057.2656
root_relative_squared_error
5989127273494.759
root_relative_squared_error
11656249787002.9
root_relative_squared_error
4387946130856.4355
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
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
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
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0
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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
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0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
wall_clock_time_millis
15.625476837158203
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.624523162841797
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0
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0
wall_clock_time_millis
15.622615814208984
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0
wall_clock_time_millis
0
wall_clock_time_millis
15.581607818603516
wall_clock_time_millis_training
15.625476837158203
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.624523162841797
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.622615814208984
wall_clock_time_millis_training
0
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0
wall_clock_time_millis_training
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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
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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