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
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
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
wall_clock_time_millis_training
10.99252700805664
wall_clock_time_millis_training
10.994195938110352
wall_clock_time_millis_training
11.993646621704102
wall_clock_time_millis_training
7.991790771484375
wall_clock_time_millis_training
8.995294570922852
wall_clock_time_millis_training
18.977642059326172
wall_clock_time_millis_training
14.988183975219727
wall_clock_time_millis_training
8.997201919555664
wall_clock_time_millis_training
7.994890213012695
wall_clock_time_millis_training
9.993791580200195
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
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
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
31.25
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
2.9985904693603516
wall_clock_time_millis_testing
3.998994827270508
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
1.9981861114501953
wall_clock_time_millis_testing
3.9963722229003906
wall_clock_time_millis_testing
2.9976367950439453
wall_clock_time_millis_testing
2.9973983764648438
wall_clock_time_millis_testing
1.9981861114501953
wall_clock_time_millis_testing
2.9981136322021484
wall_clock_time_millis
13.991117477416992
wall_clock_time_millis
14.99319076538086
wall_clock_time_millis
14.992237091064453
wall_clock_time_millis
9.990692138671875
wall_clock_time_millis
10.993480682373047
wall_clock_time_millis
22.974014282226562
wall_clock_time_millis
17.985820770263672
wall_clock_time_millis
11.994600296020508
wall_clock_time_millis
9.99307632446289
wall_clock_time_millis
12.991905212402344
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.8
predictive_accuracy
0.8666666666666667
predictive_accuracy
1.0
predictive_accuracy
0.8
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0