9952
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
"median"
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
0.5539403073849738
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
89
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
111
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
14
19040
random_state
4098
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.0449242981110824
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
726.6809970000168
usercpu_time_millis_training
725.9897010000032
usercpu_time_millis_training
972.731959999976
usercpu_time_millis_training
860.7704439999679
usercpu_time_millis_training
592.8580490000286
usercpu_time_millis_training
662.5748060000092
usercpu_time_millis_training
337.3468080000066
usercpu_time_millis_training
633.9907919999632
usercpu_time_millis_training
684.1602439999974
usercpu_time_millis_training
502.6330210000083
wall_clock_time_millis_training
743.8457012176514
wall_clock_time_millis_training
778.6767482757568
wall_clock_time_millis_training
993.0500984191895
wall_clock_time_millis_training
875.2155303955078
wall_clock_time_millis_training
612.018346786499
wall_clock_time_millis_training
686.0561370849609
wall_clock_time_millis_training
344.03085708618164
wall_clock_time_millis_training
641.8378353118896
wall_clock_time_millis_training
700.0026702880859
wall_clock_time_millis_training
511.2724304199219
usercpu_time_millis_testing
6.2414550000085
usercpu_time_millis_testing
7.230913000000783
usercpu_time_millis_testing
6.054741000014019
usercpu_time_millis_testing
5.834201000027406
usercpu_time_millis_testing
5.6604480000146395
usercpu_time_millis_testing
5.712189000007584
usercpu_time_millis_testing
5.818078999993759
usercpu_time_millis_testing
5.7154520000040065
usercpu_time_millis_testing
6.372972999997728
usercpu_time_millis_testing
4.114804999971966
usercpu_time_millis
732.9224520000253
usercpu_time_millis
733.2206140000039
usercpu_time_millis
978.78670099999
usercpu_time_millis
866.6046449999953
usercpu_time_millis
598.5184970000432
usercpu_time_millis
668.2869950000168
usercpu_time_millis
343.16488700000036
usercpu_time_millis
639.7062439999672
usercpu_time_millis
690.5332169999951
usercpu_time_millis
506.74782599998025
wall_clock_time_millis_testing
6.314992904663086
wall_clock_time_millis_testing
7.265567779541016
wall_clock_time_millis_testing
6.061315536499023
wall_clock_time_millis_testing
5.839347839355469
wall_clock_time_millis_testing
5.665063858032227
wall_clock_time_millis_testing
5.716562271118164
wall_clock_time_millis_testing
5.888938903808594
wall_clock_time_millis_testing
5.720376968383789
wall_clock_time_millis_testing
6.379127502441406
wall_clock_time_millis_testing
4.118680953979492
wall_clock_time_millis
750.1606941223145
wall_clock_time_millis
785.9423160552979
wall_clock_time_millis
999.1114139556885
wall_clock_time_millis
881.0548782348633
wall_clock_time_millis
617.6834106445312
wall_clock_time_millis
691.7726993560791
wall_clock_time_millis
349.91979598999023
wall_clock_time_millis
647.5582122802734
wall_clock_time_millis
706.3817977905273
wall_clock_time_millis
515.3911113739014
predictive_accuracy
0.8687615526802218
predictive_accuracy
0.8835489833641405
predictive_accuracy
0.866913123844732
predictive_accuracy
0.8521256931608133
predictive_accuracy
0.8648148148148148
predictive_accuracy
0.8833333333333333
predictive_accuracy
0.8814814814814815
predictive_accuracy
0.8518518518518519
predictive_accuracy
0.85
predictive_accuracy
0.8814814814814815