10417375
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)
8254448
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
0.01
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
17358
eta0
0.001
17358
fit_intercept
true
17358
l1_ratio
0.3
17358
learning_rate
"invscaling"
17358
loss
"squared_loss"
17358
max_iter
10.0
17358
n_iter_no_change
5
17358
penalty
"l2"
17358
power_t
0.2
17358
random_state
21369
17358
shuffle
true
17358
tol
1e-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
21756890
description
https://api.openml.org/data/download/21756890/description.xml
-1
21756891
predictions
https://api.openml.org/data/download/21756891/predictions.arff
mean_absolute_error
4607969556241.571
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
117209802771.17451
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
4844891791315.534
root_relative_squared_error
93727219317.95522
mean_absolute_error
5817038553647.318
mean_absolute_error
2170552315239.7007
mean_absolute_error
5199949970241.589
mean_absolute_error
5733818792805.203
mean_absolute_error
4423916297151.668
mean_absolute_error
5968531961094.267
mean_absolute_error
5595439193141.599
mean_absolute_error
4109723155149.1436
mean_absolute_error
3627853931561.288
mean_absolute_error
3454083653370.5044
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
169334843027.13684
relative_absolute_error
47046113634.89761
relative_absolute_error
107316876651.68024
relative_absolute_error
155778160823.83426
relative_absolute_error
123677975866.56041
relative_absolute_error
167837438558.48788
relative_absolute_error
137472275194.75745
relative_absolute_error
104647807117.1816
relative_absolute_error
78472283071.3214
relative_absolute_error
117147869012.55473
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
5850532675949.629
root_mean_squared_error
2184694799286.9436
root_mean_squared_error
5507344677421.168
root_mean_squared_error
5757305890632.448
root_mean_squared_error
4447581528638.066
root_mean_squared_error
6027471818861.748
root_mean_squared_error
5640682864305.798
root_mean_squared_error
4140429316834.1533
root_mean_squared_error
3782602978929.8643
root_mean_squared_error
3592631093983.7505
root_relative_squared_error
132213235853.2284
root_relative_squared_error
39068450945.66072
root_relative_squared_error
74468548564.03954
root_relative_squared_error
113319756321.62592
root_relative_squared_error
102330406014.72937
root_relative_squared_error
147515284509.11765
root_relative_squared_error
109299894556.37303
root_relative_squared_error
85219370009.26723
root_relative_squared_error
63894194694.29262
root_relative_squared_error
95593635343.76361
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
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_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
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
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
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
15.625
usercpu_time_millis_training
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.623092651367188
wall_clock_time_millis
0
wall_clock_time_millis
15.638351440429688
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.609264373779297
wall_clock_time_millis
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.623092651367188
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.638351440429688
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.609264373779297
wall_clock_time_millis_training
0
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
wall_clock_time_millis_testing
0
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0
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0
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0
wall_clock_time_millis_testing
0
wall_clock_time_millis_testing
0