37
19170
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19170
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"}}]
19170
verbose
false
19170
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
ccp_alpha
0.0
19171
criterion
"friedman_mse"
19171
init
null
19171
learning_rate
0.1
19171
loss
"deviance"
19171
max_depth
3
19171
max_features
null
19171
max_leaf_nodes
null
19171
min_impurity_decrease
0.0
19171
min_samples_leaf
1
19171
min_samples_split
2
19171
min_weight_fraction_leaf
0.0
19171
n_estimators
100
19171
n_iter_no_change
null
19171
random_state
0
19171
subsample
1.0
19171
tol
0.0001
19171
validation_fraction
0.1
19171
verbose
0
19171
warm_start
false
19171
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
328.125
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
usercpu_time_millis_training
296.875
usercpu_time_millis_training
312.5
usercpu_time_millis_training
312.5
usercpu_time_millis_training
312.5
usercpu_time_millis_training
296.875
usercpu_time_millis_training
296.875
usercpu_time_millis_training
281.25
wall_clock_time_millis_training
341.80450439453125
wall_clock_time_millis_training
296.828031539917
wall_clock_time_millis_training
297.82819747924805
wall_clock_time_millis_training
311.81955337524414
wall_clock_time_millis_training
307.82270431518555
wall_clock_time_millis_training
310.8227252960205
wall_clock_time_millis_training
313.82060050964355
wall_clock_time_millis_training
296.8282699584961
wall_clock_time_millis_training
284.8358154296875
wall_clock_time_millis_training
288.8360023498535
usercpu_time_millis_testing
15.625
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
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis
343.75
usercpu_time_millis
281.25
usercpu_time_millis
296.875
usercpu_time_millis
312.5
usercpu_time_millis
312.5
usercpu_time_millis
312.5
usercpu_time_millis
328.125
usercpu_time_millis
296.875
usercpu_time_millis
296.875
usercpu_time_millis
296.875
wall_clock_time_millis_testing
4.997730255126953
wall_clock_time_millis_testing
4.997968673706055
wall_clock_time_millis_testing
4.997491836547852
wall_clock_time_millis_testing
4.998683929443359
wall_clock_time_millis_testing
3.9980411529541016
wall_clock_time_millis_testing
3.9992332458496094
wall_clock_time_millis_testing
4.997491836547852
wall_clock_time_millis_testing
5.998134613037109
wall_clock_time_millis_testing
3.9992332458496094
wall_clock_time_millis_testing
3.996610641479492
wall_clock_time_millis
346.8022346496582
wall_clock_time_millis
301.82600021362305
wall_clock_time_millis
302.8256893157959
wall_clock_time_millis
316.8182373046875
wall_clock_time_millis
311.82074546813965
wall_clock_time_millis
314.8219585418701
wall_clock_time_millis
318.8180923461914
wall_clock_time_millis
302.8264045715332
wall_clock_time_millis
288.8350486755371
wall_clock_time_millis
292.832612991333
predictive_accuracy
0.8701298701298701
predictive_accuracy
0.7012987012987013
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.7402597402597403
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.7763157894736842
predictive_accuracy
0.7105263157894737