18
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
31.25
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
46.875
usercpu_time_millis_training
31.25
usercpu_time_millis_training
46.875
wall_clock_time_millis_training
44.969797134399414
wall_clock_time_millis_training
42.97447204589844
wall_clock_time_millis_training
45.97210884094238
wall_clock_time_millis_training
47.94907569885254
wall_clock_time_millis_training
50.9486198425293
wall_clock_time_millis_training
44.99530792236328
wall_clock_time_millis_training
42.97494888305664
wall_clock_time_millis_training
45.97043991088867
wall_clock_time_millis_training
40.97461700439453
wall_clock_time_millis_training
40.97557067871094
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_testing
0.0
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
46.875
wall_clock_time_millis_testing
1.001119613647461
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
1.0004043579101562
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
1.0037422180175781
wall_clock_time_millis_testing
1.0004043579101562
wall_clock_time_millis_testing
0.9992122650146484
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
1.0006427764892578
wall_clock_time_millis
45.970916748046875
wall_clock_time_millis
42.97447204589844
wall_clock_time_millis
46.97251319885254
wall_clock_time_millis
47.94907569885254
wall_clock_time_millis
51.952362060546875
wall_clock_time_millis
45.99571228027344
wall_clock_time_millis
43.97416114807129
wall_clock_time_millis
45.97043991088867
wall_clock_time_millis
40.97461700439453
wall_clock_time_millis
41.976213455200195
predictive_accuracy
0.67
predictive_accuracy
0.68
predictive_accuracy
0.71
predictive_accuracy
0.71
predictive_accuracy
0.635
predictive_accuracy
0.74
predictive_accuracy
0.695
predictive_accuracy
0.7
predictive_accuracy
0.675
predictive_accuracy
0.595