16
19037
Python_3.8.10. Sklearn_0.24.2. NumPy_1.17.4. SciPy_1.3.3.
memory
null
19037
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
19037
verbose
false
19037
n_jobs
null
18996
remainder
"drop"
18996
sparse_threshold
0.3
18996
transformer_weights
null
18996
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
18996
verbose
false
18996
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"mean"
18819
verbose
0
18819
categories
"auto"
18997
drop
null
18997
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18997
handle_unknown
"ignore"
18997
sparse
true
18997
ccp_alpha
0.0
19038
criterion
"friedman_mse"
19038
init
null
19038
learning_rate
0.6357560860606377
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
166
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
112
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
2
19038
random_state
47943
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.3103426585108786
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
2912.0782390000386
usercpu_time_millis_training
2781.2408350000624
usercpu_time_millis_training
3087.796941000306
usercpu_time_millis_training
3469.3024430007426
usercpu_time_millis_training
3559.917042000052
usercpu_time_millis_training
3199.398138000106
usercpu_time_millis_training
3856.6043470000295
usercpu_time_millis_training
3031.327745999988
usercpu_time_millis_training
2616.741832000116
usercpu_time_millis_training
3091.27623600034
wall_clock_time_millis_training
2949.6469497680664
wall_clock_time_millis_training
2787.3921394348145
wall_clock_time_millis_training
3093.761444091797
wall_clock_time_millis_training
3475.1670360565186
wall_clock_time_millis_training
3567.218780517578
wall_clock_time_millis_training
3344.2461490631104
wall_clock_time_millis_training
3964.021921157837
wall_clock_time_millis_training
3299.1530895233154
wall_clock_time_millis_training
2617.1252727508545
wall_clock_time_millis_training
3093.836784362793
usercpu_time_millis_testing
3.096999999797845
usercpu_time_millis_testing
3.147201000501809
usercpu_time_millis_testing
3.175799999553419
usercpu_time_millis_testing
2.698199999940698
usercpu_time_millis_testing
2.7941999996983213
usercpu_time_millis_testing
2.6855999994950253
usercpu_time_millis_testing
2.732500000092841
usercpu_time_millis_testing
3.045600000405102
usercpu_time_millis_testing
2.9284009997354588
usercpu_time_millis_testing
3.3649010001681745
usercpu_time_millis
2915.1752389998364
usercpu_time_millis
2784.388036000564
usercpu_time_millis
3090.9727409998595
usercpu_time_millis
3472.0006430006833
usercpu_time_millis
3562.71124199975
usercpu_time_millis
3202.083737999601
usercpu_time_millis
3859.3368470001224
usercpu_time_millis
3034.373346000393
usercpu_time_millis
2619.6702329998516
usercpu_time_millis
3094.641137000508
wall_clock_time_millis_testing
3.1003952026367188
wall_clock_time_millis_testing
3.150463104248047
wall_clock_time_millis_testing
3.1812191009521484
wall_clock_time_millis_testing
2.7015209197998047
wall_clock_time_millis_testing
2.7968883514404297
wall_clock_time_millis_testing
2.689361572265625
wall_clock_time_millis_testing
2.735614776611328
wall_clock_time_millis_testing
3.0493736267089844
wall_clock_time_millis_testing
2.9332637786865234
wall_clock_time_millis_testing
3.3707618713378906
wall_clock_time_millis
2952.747344970703
wall_clock_time_millis
2790.5426025390625
wall_clock_time_millis
3096.942663192749
wall_clock_time_millis
3477.8685569763184
wall_clock_time_millis
3570.0156688690186
wall_clock_time_millis
3346.935510635376
wall_clock_time_millis
3966.7575359344482
wall_clock_time_millis
3302.2024631500244
wall_clock_time_millis
2620.058536529541
wall_clock_time_millis
3097.207546234131
predictive_accuracy
0.93
predictive_accuracy
0.925
predictive_accuracy
0.95
predictive_accuracy
0.965
predictive_accuracy
0.91
predictive_accuracy
0.94
predictive_accuracy
0.935
predictive_accuracy
0.925
predictive_accuracy
0.96
predictive_accuracy
0.93