9983
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
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"}}]
19039
verbose
false
19039
n_jobs
null
19031
remainder
"drop"
19031
sparse_threshold
0.3
19031
transformer_weights
null
19031
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"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"most_frequent"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.1646046268617932
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
905
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
138
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
9
19040
random_state
54983
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3825933624869407
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
2958.604655000272
usercpu_time_millis_training
2975.929881999946
usercpu_time_millis_training
2974.1711980004766
usercpu_time_millis_training
2991.575811000075
usercpu_time_millis_training
2963.930545999574
usercpu_time_millis_training
2954.7335170000224
usercpu_time_millis_training
2959.235508000347
usercpu_time_millis_training
2967.165025000213
usercpu_time_millis_training
2950.219804999506
usercpu_time_millis_training
2955.6383549997918
wall_clock_time_millis_training
3025.5744457244873
wall_clock_time_millis_training
3032.2775840759277
wall_clock_time_millis_training
3070.6722736358643
wall_clock_time_millis_training
3061.534881591797
wall_clock_time_millis_training
3016.7295932769775
wall_clock_time_millis_training
3003.0245780944824
wall_clock_time_millis_training
3026.2467861175537
wall_clock_time_millis_training
3022.3889350891113
wall_clock_time_millis_training
3013.4952068328857
wall_clock_time_millis_training
3025.4783630371094
usercpu_time_millis_testing
10.016916000495257
usercpu_time_millis_testing
10.368078000283276
usercpu_time_millis_testing
10.331972999665595
usercpu_time_millis_testing
11.088309999649937
usercpu_time_millis_testing
11.259662000156823
usercpu_time_millis_testing
11.707153999850561
usercpu_time_millis_testing
10.454292999384052
usercpu_time_millis_testing
11.025888000403938
usercpu_time_millis_testing
10.592900000119698
usercpu_time_millis_testing
7.084406999638304
usercpu_time_millis
2968.6215710007673
usercpu_time_millis
2986.297960000229
usercpu_time_millis
2984.503171000142
usercpu_time_millis
3002.664120999725
usercpu_time_millis
2975.190207999731
usercpu_time_millis
2966.440670999873
usercpu_time_millis
2969.6898009997312
usercpu_time_millis
2978.190913000617
usercpu_time_millis
2960.8127049996256
usercpu_time_millis
2962.72276199943
wall_clock_time_millis_testing
10.024547576904297
wall_clock_time_millis_testing
16.836166381835938
wall_clock_time_millis_testing
10.33782958984375
wall_clock_time_millis_testing
20.003795623779297
wall_clock_time_millis_testing
11.321544647216797
wall_clock_time_millis_testing
21.243572235107422
wall_clock_time_millis_testing
10.462284088134766
wall_clock_time_millis_testing
11.110782623291016
wall_clock_time_millis_testing
10.747194290161133
wall_clock_time_millis_testing
7.089138031005859
wall_clock_time_millis
3035.5989933013916
wall_clock_time_millis
3049.1137504577637
wall_clock_time_millis
3081.010103225708
wall_clock_time_millis
3081.538677215576
wall_clock_time_millis
3028.0511379241943
wall_clock_time_millis
3024.26815032959
wall_clock_time_millis
3036.7090702056885
wall_clock_time_millis
3033.4997177124023
wall_clock_time_millis
3024.242401123047
wall_clock_time_millis
3032.5675010681152
predictive_accuracy
0.8297730307076101
predictive_accuracy
0.8277703604806409
predictive_accuracy
0.822429906542056
predictive_accuracy
0.8184245660881175
predictive_accuracy
0.821762349799733
predictive_accuracy
0.8244325767690254
predictive_accuracy
0.8377837116154874
predictive_accuracy
0.8090787716955942
predictive_accuracy
0.8271028037383178
predictive_accuracy
0.822429906542056