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
0.7242251421295011
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
951
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
159
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
6
19038
random_state
40371
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.10770208668417115
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
4210.0899469996875
usercpu_time_millis_training
6130.6176710004365
usercpu_time_millis_training
5119.626862999212
usercpu_time_millis_training
4167.120348000026
usercpu_time_millis_training
5770.015975000206
usercpu_time_millis_training
5316.944162000254
usercpu_time_millis_training
5304.199461999815
usercpu_time_millis_training
5141.431562999969
usercpu_time_millis_training
5104.785163000088
usercpu_time_millis_training
5119.270561999656
wall_clock_time_millis_training
4220.037937164307
wall_clock_time_millis_training
6145.353317260742
wall_clock_time_millis_training
5121.645450592041
wall_clock_time_millis_training
4177.189588546753
wall_clock_time_millis_training
5780.298709869385
wall_clock_time_millis_training
5329.605579376221
wall_clock_time_millis_training
5308.612585067749
wall_clock_time_millis_training
5142.055034637451
wall_clock_time_millis_training
5108.15691947937
wall_clock_time_millis_training
5123.916387557983
usercpu_time_millis_testing
2.7975000002697925
usercpu_time_millis_testing
2.822599999490194
usercpu_time_millis_testing
3.2608000001346227
usercpu_time_millis_testing
3.944701000364148
usercpu_time_millis_testing
2.646400000230642
usercpu_time_millis_testing
2.9168000000936445
usercpu_time_millis_testing
3.137100000458304
usercpu_time_millis_testing
3.047300000616815
usercpu_time_millis_testing
3.3232000005227746
usercpu_time_millis_testing
3.392100000382925
usercpu_time_millis
4212.887446999957
usercpu_time_millis
6133.440270999927
usercpu_time_millis
5122.8876629993465
usercpu_time_millis
4171.06504900039
usercpu_time_millis
5772.662375000436
usercpu_time_millis
5319.860962000348
usercpu_time_millis
5307.336562000273
usercpu_time_millis
5144.478863000586
usercpu_time_millis
5108.108363000611
usercpu_time_millis
5122.662662000039
wall_clock_time_millis_testing
2.7997493743896484
wall_clock_time_millis_testing
2.826213836669922
wall_clock_time_millis_testing
3.2651424407958984
wall_clock_time_millis_testing
3.9496421813964844
wall_clock_time_millis_testing
2.650022506713867
wall_clock_time_millis_testing
2.9211044311523438
wall_clock_time_millis_testing
3.1409263610839844
wall_clock_time_millis_testing
3.0508041381835938
wall_clock_time_millis_testing
3.326416015625
wall_clock_time_millis_testing
3.3953189849853516
wall_clock_time_millis
4222.837686538696
wall_clock_time_millis
6148.179531097412
wall_clock_time_millis
5124.910593032837
wall_clock_time_millis
4181.139230728149
wall_clock_time_millis
5782.948732376099
wall_clock_time_millis
5332.526683807373
wall_clock_time_millis
5311.753511428833
wall_clock_time_millis
5145.105838775635
wall_clock_time_millis
5111.483335494995
wall_clock_time_millis
5127.311706542969
predictive_accuracy
0.94
predictive_accuracy
0.945
predictive_accuracy
0.965
predictive_accuracy
0.945
predictive_accuracy
0.955
predictive_accuracy
0.94
predictive_accuracy
0.96
predictive_accuracy
0.955
predictive_accuracy
0.965
predictive_accuracy
0.93