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
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
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
wall_clock_time_millis_training
7.993221282958984
wall_clock_time_millis_training
6.998777389526367
wall_clock_time_millis_training
6.015777587890625
wall_clock_time_millis_training
6.99305534362793
wall_clock_time_millis_training
6.995677947998047
wall_clock_time_millis_training
7.012844085693359
wall_clock_time_millis_training
10.99395751953125
wall_clock_time_millis_training
12.989044189453125
wall_clock_time_millis_training
13.994693756103516
wall_clock_time_millis_training
8.993387222290039
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
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
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
0.0
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
2.9976367950439453
wall_clock_time_millis_testing
3.0171871185302734
wall_clock_time_millis_testing
1.9981861114501953
wall_clock_time_millis_testing
1.0008811950683594
wall_clock_time_millis_testing
1.9984245300292969
wall_clock_time_millis_testing
2.9764175415039062
wall_clock_time_millis_testing
3.0002593994140625
wall_clock_time_millis_testing
4.994869232177734
wall_clock_time_millis_testing
0.9999275207519531
wall_clock_time_millis_testing
1.9979476928710938
wall_clock_time_millis
10.99085807800293
wall_clock_time_millis
10.01596450805664
wall_clock_time_millis
8.01396369934082
wall_clock_time_millis
7.993936538696289
wall_clock_time_millis
8.994102478027344
wall_clock_time_millis
9.989261627197266
wall_clock_time_millis
13.994216918945312
wall_clock_time_millis
17.98391342163086
wall_clock_time_millis
14.994621276855469
wall_clock_time_millis
10.991334915161133
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