10417418
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)
8254491
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
1.072260075887356e-06
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
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eta0
0.0011662860022447097
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fit_intercept
true
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l1_ratio
0.3
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learning_rate
"invscaling"
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loss
"squared_loss"
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max_iter
100000.0
17358
n_iter_no_change
5
17358
penalty
"l2"
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power_t
0.8
17358
random_state
28621
17358
shuffle
true
17358
tol
0.1
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
21756976
description
https://api.openml.org/data/download/21756976/description.xml
-1
21756977
predictions
https://api.openml.org/data/download/21756977/predictions.arff
mean_absolute_error
12307652878.985315
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
313061436.04355013
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
17823573875.112186
root_relative_squared_error
344807291.79893845
mean_absolute_error
9127098655.536808
mean_absolute_error
14622464751.593428
mean_absolute_error
20224391432.926132
mean_absolute_error
992273001.6759694
mean_absolute_error
18505013980.23834
mean_absolute_error
9550175792.927883
mean_absolute_error
4600900041.047806
mean_absolute_error
5811876446.519802
mean_absolute_error
17862550988.44337
mean_absolute_error
21544750492.173668
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
265691176.68292853
relative_absolute_error
316937828.9091268
relative_absolute_error
417392192.8448468
relative_absolute_error
26958379.541081417
relative_absolute_error
517338601.9830059
relative_absolute_error
268554655.2010792
relative_absolute_error
113037810.7516124
relative_absolute_error
147990534.2534498
relative_absolute_error
386375853.04813963
relative_absolute_error
730706567.023206
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
11657787902.81088
root_mean_squared_error
19573608717.89983
root_mean_squared_error
25155319342.849648
root_mean_squared_error
1282151584.8499308
root_mean_squared_error
22773096557.77322
root_mean_squared_error
11195021998.915228
root_mean_squared_error
5957313955.969002
root_mean_squared_error
7712670812.028609
root_mean_squared_error
22685241351.82486
root_mean_squared_error
27625534298.6325
root_relative_squared_error
263448466.4716567
root_relative_squared_error
350030847.45494807
root_relative_squared_error
340142161.0321458
root_relative_squared_error
25236301.131573185
root_relative_squared_error
523965710.79455316
root_relative_squared_error
273984998.1692116
root_relative_squared_error
115435276.70151277
root_relative_squared_error
158744153.66001254
root_relative_squared_error
383189892.1706503
root_relative_squared_error
735067192.4936732
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0
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
15.625
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
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
wall_clock_time_millis
15.625
wall_clock_time_millis
15.627145767211914
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.624523162841797
wall_clock_time_millis
15.60831069946289
wall_clock_time_millis
15.588998794555664
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis_training
15.625
wall_clock_time_millis_training
15.627145767211914
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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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
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0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0