10417349
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)
8254422
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
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alpha
0.0006067702360638456
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
17358
eta0
0.006398990554622674
17358
fit_intercept
true
17358
l1_ratio
0.3
17358
learning_rate
"invscaling"
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loss
"squared_loss"
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max_iter
2156.7138327720027
17358
n_iter_no_change
5
17358
penalty
"l2"
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power_t
0.2
17358
random_state
12396
17358
shuffle
true
17358
tol
0.0016996490102440258
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
21756838
description
https://api.openml.org/data/download/21756838/description.xml
-1
21756839
predictions
https://api.openml.org/data/download/21756839/predictions.arff
mean_absolute_error
38269484701379.38
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
973434980256.6283
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
41666206688638.11
root_relative_squared_error
806056741959.3165
mean_absolute_error
2432571389004.577
mean_absolute_error
36494056016318.336
mean_absolute_error
21277945405565.957
mean_absolute_error
52339518123270.11
mean_absolute_error
55966776494898.49
mean_absolute_error
43310772269692.66
mean_absolute_error
49462277330245.3
mean_absolute_error
30308855046767.88
mean_absolute_error
43569679758419.89
mean_absolute_error
49352524556052.4
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
70812508892.71114
relative_absolute_error
790998445090.4279
relative_absolute_error
439135502371.80804
relative_absolute_error
1421976202296.3806
relative_absolute_error
1564644800608.4255
relative_absolute_error
1217915749989.965
relative_absolute_error
1215220390427.5046
relative_absolute_error
771768583220.2186
relative_absolute_error
942433821159.425
relative_absolute_error
1673828332585.307
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
2789669460719.985
root_mean_squared_error
36959865565023.34
root_mean_squared_error
21812172837600.2
root_mean_squared_error
52560359984390.88
root_mean_squared_error
56293960675354.51
root_mean_squared_error
43522269597283.55
root_mean_squared_error
49857619988463.125
root_mean_squared_error
30721078637717.508
root_mean_squared_error
43781796154848.91
root_mean_squared_error
49506519045822.81
root_relative_squared_error
63042332517.67165
root_relative_squared_error
660945728097.4078
root_relative_squared_error
294937206110.12274
root_relative_squared_error
1034533738306.1685
root_relative_squared_error
1295217145541.6213
root_relative_squared_error
1065156366560.7017
root_relative_squared_error
966094485129.5767
root_relative_squared_error
632309059562.2672
root_relative_squared_error
739544335783.0698
root_relative_squared_error
1317281959934.7593
usercpu_time_millis
0
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
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
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
0
usercpu_time_millis_training
0
wall_clock_time_millis
0
wall_clock_time_millis
15.620946884155273
wall_clock_time_millis
15.669584274291992
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.638589859008789
wall_clock_time_millis
15.618085861206055
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.620946884155273
wall_clock_time_millis_training
15.669584274291992
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.638589859008789
wall_clock_time_millis_training
15.618085861206055
wall_clock_time_millis_training
0
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
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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