146065
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
43217
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
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
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
wall_clock_time_millis_training
14.991044998168945
wall_clock_time_millis_training
11.989116668701172
wall_clock_time_millis_training
12.991666793823242
wall_clock_time_millis_training
11.992931365966797
wall_clock_time_millis_training
12.989521026611328
wall_clock_time_millis_training
15.008211135864258
wall_clock_time_millis_training
12.98666000366211
wall_clock_time_millis_training
12.991666793823242
wall_clock_time_millis_training
12.991666793823242
wall_clock_time_millis_training
10.992050170898438
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_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
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
wall_clock_time_millis_testing
3.998994827270508
wall_clock_time_millis_testing
3.0210018157958984
wall_clock_time_millis_testing
1.9996166229248047
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
2.9807090759277344
wall_clock_time_millis_testing
4.002094268798828
wall_clock_time_millis_testing
3.0181407928466797
wall_clock_time_millis_testing
2.99835205078125
wall_clock_time_millis_testing
2.9993057250976562
wall_clock_time_millis
18.990039825439453
wall_clock_time_millis
15.01011848449707
wall_clock_time_millis
14.991283416748047
wall_clock_time_millis
13.992071151733398
wall_clock_time_millis
14.988422393798828
wall_clock_time_millis
17.988920211791992
wall_clock_time_millis
16.988754272460938
wall_clock_time_millis
16.009807586669922
wall_clock_time_millis
15.990018844604492
wall_clock_time_millis
13.991355895996094
predictive_accuracy
0.47540983606557374
predictive_accuracy
0.5666666666666667
predictive_accuracy
0.5666666666666667
predictive_accuracy
0.6166666666666667
predictive_accuracy
0.5833333333333334
predictive_accuracy
0.6
predictive_accuracy
0.6
predictive_accuracy
0.6833333333333333
predictive_accuracy
0.5
predictive_accuracy
0.5333333333333333