10101
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
0
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
0.0
usercpu_time_millis_training
0.0
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
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
wall_clock_time_millis_training
6.994724273681641
wall_clock_time_millis_training
6.995201110839844
wall_clock_time_millis_training
6.995439529418945
wall_clock_time_millis_training
5.996465682983398
wall_clock_time_millis_training
6.995201110839844
wall_clock_time_millis_training
10.014772415161133
wall_clock_time_millis_training
9.973287582397461
wall_clock_time_millis_training
7.017374038696289
wall_clock_time_millis_training
6.9942474365234375
wall_clock_time_millis_training
6.99305534362793
usercpu_time_millis_testing
15.625
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
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
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
usercpu_time_millis
15.625
usercpu_time_millis
15.625
wall_clock_time_millis_testing
2.000570297241211
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis_testing
2.000570297241211
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
2.021312713623047
wall_clock_time_millis
8.995294570922852
wall_clock_time_millis
8.994340896606445
wall_clock_time_millis
8.994817733764648
wall_clock_time_millis
7.99560546875
wall_clock_time_millis
8.995294570922852
wall_clock_time_millis
13.013362884521484
wall_clock_time_millis
11.973857879638672
wall_clock_time_millis
9.016752243041992
wall_clock_time_millis
8.992910385131836
wall_clock_time_millis
9.014368057250977
predictive_accuracy
0.76
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.64
predictive_accuracy
0.72
predictive_accuracy
0.7866666666666666
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.7297297297297297
predictive_accuracy
0.7027027027027027