10417406
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)
8254479
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
0.002885982495186419
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average
false
17358
early_stopping
true
17358
epsilon
0.1
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eta0
0.027224469353955727
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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
352.27882342773694
17358
n_iter_no_change
5
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penalty
"l2"
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power_t
0.6875475671100528
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random_state
63353
17358
shuffle
true
17358
tol
1.0148319029310534e-05
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
21756952
description
https://api.openml.org/data/download/21756952/description.xml
-1
21756953
predictions
https://api.openml.org/data/download/21756953/predictions.arff
mean_absolute_error
2307649179765.403
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
58698110290.02937
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
2524238726345.0044
root_relative_squared_error
48832850537.3642
mean_absolute_error
1450216833683.1719
mean_absolute_error
1074421258686.94
mean_absolute_error
2124154583383.925
mean_absolute_error
965441822217.9369
mean_absolute_error
3860892253053.1
mean_absolute_error
2678417443465.0513
mean_absolute_error
2505338933089.338
mean_absolute_error
1781885994535.6343
mean_absolute_error
3527206253878.11
mean_absolute_error
3184321583778.889
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
42216024119.88073
relative_absolute_error
23287779922.666092
relative_absolute_error
43838428584.6356
relative_absolute_error
26229421766.212208
relative_absolute_error
107937697465.91583
relative_absolute_error
75318139541.15605
relative_absolute_error
61552745258.66547
relative_absolute_error
45372998331.36942
relative_absolute_error
76295223795.33603
relative_absolute_error
107998683652.71643
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
1465232649294.0222
root_mean_squared_error
1097808067167.7977
root_mean_squared_error
2135179395326.6335
root_mean_squared_error
970567667074.0469
root_mean_squared_error
3905791474852.633
root_mean_squared_error
2693135985441.469
root_mean_squared_error
2536526240330.428
root_mean_squared_error
1789523758562.4172
root_mean_squared_error
3539488222484.476
root_mean_squared_error
3250489038467.5547
root_relative_squared_error
33112053307.09773
root_relative_squared_error
19631877475.011314
root_relative_squared_error
28871211047.62086
root_relative_squared_error
19103464991.40034
root_relative_squared_error
89864845614.85454
root_relative_squared_error
65911336137.80463
root_relative_squared_error
49150441050.670456
root_relative_squared_error
36832433463.18277
root_relative_squared_error
59787598874.455414
root_relative_squared_error
86489833134.41579
usercpu_time_millis
0
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
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0
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0
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0
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0
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0
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0
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0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
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0
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0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
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0
usercpu_time_millis_training
15.625
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.628337860107422
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0
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0
wall_clock_time_millis
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0
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0
wall_clock_time_millis
15.621185302734375
wall_clock_time_millis_training
0
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0
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0
wall_clock_time_millis_training
15.628337860107422
wall_clock_time_millis_training
0
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0
wall_clock_time_millis_training
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wall_clock_time_millis_training
0
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wall_clock_time_millis_training
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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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