10417408
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)
8254481
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
0.0009762127131681546
17358
average
false
17358
early_stopping
true
17358
epsilon
0.1
17358
eta0
0.1
17358
fit_intercept
true
17358
l1_ratio
0.3
17358
learning_rate
"invscaling"
17358
loss
"squared_loss"
17358
max_iter
100000.0
17358
n_iter_no_change
5
17358
penalty
"l2"
17358
power_t
0.7027899866072586
17358
random_state
49345
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
21756956
description
https://api.openml.org/data/download/21756956/description.xml
-1
21756957
predictions
https://api.openml.org/data/download/21756957/predictions.arff
mean_absolute_error
7850314566702.316
mean_prior_absolute_error
39.31385811848506
number_of_instances
303
relative_absolute_error
199683138272.58694
root_mean_prior_squared_error
51.69140647264891
root_mean_squared_error
8455484970463.019
root_relative_squared_error
163576221802.6899
mean_absolute_error
11895264482076.621
mean_absolute_error
8293756152549.382
mean_absolute_error
9583945279633.182
mean_absolute_error
11601506037936.455
mean_absolute_error
5734534712251.969
mean_absolute_error
3498987926751.2456
mean_absolute_error
5427567237966.813
mean_absolute_error
4613114067074.697
mean_absolute_error
8618208861289.094
mean_absolute_error
9028860169021.889
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
346272888732.31775
relative_absolute_error
179764842189.43124
relative_absolute_error
197794032499.71317
relative_absolute_error
315193301128.4035
relative_absolute_error
160318504715.94418
relative_absolute_error
98392900465.48314
relative_absolute_error
133347891241.56271
relative_absolute_error
117465885870.18115
relative_absolute_error
186416139703.7832
relative_absolute_error
306220646214.2661
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
12006983954540.045
root_mean_squared_error
8328883616825.59
root_mean_squared_error
9609704004706.574
root_mean_squared_error
11666569383077.008
root_mean_squared_error
5797426189811.831
root_mean_squared_error
3605728165133.445
root_mean_squared_error
5462576671141.033
root_mean_squared_error
5177877846523.433
root_mean_squared_error
9133897239953.242
root_mean_squared_error
9122650472867.043
root_relative_squared_error
271339771845.62253
root_relative_squared_error
148943724827.0436
root_relative_squared_error
129939335791.78639
root_relative_squared_error
229630459925.83148
root_relative_squared_error
133387768616.24738
root_relative_squared_error
88245956534.83205
root_relative_squared_error
105848718767.72292
root_relative_squared_error
106572399695.75427
root_relative_squared_error
154286086014.8589
root_relative_squared_error
242737787392.7094
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
15.625
usercpu_time_millis
0
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
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
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.625953674316406
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
15.621423721313477
wall_clock_time_millis
15.68150520324707
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.625953674316406
wall_clock_time_millis_training
0
wall_clock_time_millis_training
0
wall_clock_time_millis_training
15.621423721313477
wall_clock_time_millis_training
15.68150520324707
wall_clock_time_millis_training
0
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
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
wall_clock_time_millis_testing
0