34539
19157
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19157
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"}}]
19157
verbose
false
19157
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
C
1.0
19158
class_weight
null
19158
dual
false
19158
fit_intercept
true
19158
intercept_scaling
1
19158
l1_ratio
null
19158
max_iter
5000
19158
multi_class
"auto"
19158
n_jobs
null
19158
penalty
"l2"
19158
random_state
0
19158
solver
"lbfgs"
19158
tol
0.0001
19158
verbose
0
19158
warm_start
false
19158
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
359.375
usercpu_time_millis_training
281.25
usercpu_time_millis_training
265.625
usercpu_time_millis_training
296.875
usercpu_time_millis_training
265.625
usercpu_time_millis_training
296.875
usercpu_time_millis_training
281.25
usercpu_time_millis_training
281.25
usercpu_time_millis_training
312.5
usercpu_time_millis_training
265.625
wall_clock_time_millis_training
314.81456756591797
wall_clock_time_millis_training
287.72783279418945
wall_clock_time_millis_training
271.8193531036377
wall_clock_time_millis_training
285.83741188049316
wall_clock_time_millis_training
274.86681938171387
wall_clock_time_millis_training
287.83583641052246
wall_clock_time_millis_training
281.8324565887451
wall_clock_time_millis_training
281.83770179748535
wall_clock_time_millis_training
285.88151931762695
wall_clock_time_millis_training
278.8369655609131
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
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_testing
31.25
usercpu_time_millis
375.0
usercpu_time_millis
296.875
usercpu_time_millis
281.25
usercpu_time_millis
312.5
usercpu_time_millis
281.25
usercpu_time_millis
312.5
usercpu_time_millis
296.875
usercpu_time_millis
281.25
usercpu_time_millis
328.125
usercpu_time_millis
296.875
wall_clock_time_millis_testing
11.995553970336914
wall_clock_time_millis_testing
12.009859085083008
wall_clock_time_millis_testing
11.993408203125
wall_clock_time_millis_testing
12.990713119506836
wall_clock_time_millis_testing
12.969493865966797
wall_clock_time_millis_testing
12.991189956665039
wall_clock_time_millis_testing
11.993169784545898
wall_clock_time_millis_testing
11.99793815612793
wall_clock_time_millis_testing
12.014389038085938
wall_clock_time_millis_testing
17.988920211791992
wall_clock_time_millis
326.8101215362549
wall_clock_time_millis
299.73769187927246
wall_clock_time_millis
283.8127613067627
wall_clock_time_millis
298.828125
wall_clock_time_millis
287.83631324768066
wall_clock_time_millis
300.8270263671875
wall_clock_time_millis
293.825626373291
wall_clock_time_millis
293.8356399536133
wall_clock_time_millis
297.8959083557129
wall_clock_time_millis
296.8258857727051
predictive_accuracy
0.942325297528227
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9423076923076923