59
19159
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19159
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numerical", "step_name": "numerical"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "model", "step_name": "model"}}]
19159
verbose
false
19159
memory
null
19156
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}]
19156
verbose
false
19156
add_indicator
false
19084
copy
true
19084
fill_value
null
19084
missing_values
NaN
19084
strategy
"mean"
19084
verbose
0
19084
copy
true
19075
with_mean
true
19075
with_std
true
19075
alpha
0.0001
19160
average
false
19160
class_weight
null
19160
early_stopping
false
19160
epsilon
0.1
19160
eta0
0.0
19160
fit_intercept
true
19160
l1_ratio
0.15
19160
learning_rate
"optimal"
19160
loss
"hinge"
19160
max_iter
1000
19160
n_iter_no_change
5
19160
n_jobs
null
19160
penalty
"l2"
19160
power_t
0.5
19160
random_state
998
19160
shuffle
true
19160
tol
0.001
19160
validation_fraction
0.1
19160
verbose
0
19160
warm_start
false
19160
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
wall_clock_time_millis_training
7.014989852905273
wall_clock_time_millis_training
9.97161865234375
wall_clock_time_millis_training
6.972074508666992
wall_clock_time_millis_training
6.995916366577148
wall_clock_time_millis_training
6.997346878051758
wall_clock_time_millis_training
8.975505828857422
wall_clock_time_millis_training
11.998891830444336
wall_clock_time_millis_training
8.976221084594727
wall_clock_time_millis_training
8.975028991699219
wall_clock_time_millis_training
6.99615478515625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
wall_clock_time_millis_testing
1.997232437133789
wall_clock_time_millis_testing
2.0020008087158203
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
0.9987354278564453
wall_clock_time_millis_testing
1.9969940185546875
wall_clock_time_millis_testing
0.99945068359375
wall_clock_time_millis_testing
1.9974708557128906
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
2.996683120727539
wall_clock_time_millis
9.012222290039062
wall_clock_time_millis
11.97361946105957
wall_clock_time_millis
8.971214294433594
wall_clock_time_millis
7.994651794433594
wall_clock_time_millis
8.994340896606445
wall_clock_time_millis
9.974956512451172
wall_clock_time_millis
13.996362686157227
wall_clock_time_millis
10.974884033203125
wall_clock_time_millis
10.974407196044922
wall_clock_time_millis
9.992837905883789
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0