9960
19030
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19030
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
19030
verbose
false
19030
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
"mean"
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
19034
class_weight
null
19034
criterion
"gini"
19034
max_depth
null
19034
max_features
0.24915125722675313
19034
max_leaf_nodes
null
19034
min_impurity_decrease
0.0
19034
min_samples_leaf
19
19034
min_samples_split
3
19034
min_weight_fraction_leaf
0.0
19034
random_state
50040
19034
splitter
"best"
19034
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
39.77520499995535
usercpu_time_millis_training
41.96834599997601
usercpu_time_millis_training
43.63292599998658
usercpu_time_millis_training
42.33969799997794
usercpu_time_millis_training
44.685498999967876
usercpu_time_millis_training
44.745175000002746
usercpu_time_millis_training
42.63946599996871
usercpu_time_millis_training
42.37827300005392
usercpu_time_millis_training
43.83947399998078
usercpu_time_millis_training
43.39856100000361
wall_clock_time_millis_training
43.00045967102051
wall_clock_time_millis_training
42.374610900878906
wall_clock_time_millis_training
44.53539848327637
wall_clock_time_millis_training
44.3875789642334
wall_clock_time_millis_training
44.97408866882324
wall_clock_time_millis_training
44.77572441101074
wall_clock_time_millis_training
42.7854061126709
wall_clock_time_millis_training
45.934200286865234
wall_clock_time_millis_training
55.672645568847656
wall_clock_time_millis_training
46.08726501464844
usercpu_time_millis_testing
5.416189000015947
usercpu_time_millis_testing
6.653072999995402
usercpu_time_millis_testing
5.42211699996642
usercpu_time_millis_testing
6.166969000048539
usercpu_time_millis_testing
5.3987869999900795
usercpu_time_millis_testing
5.455988999983674
usercpu_time_millis_testing
5.992282999955023
usercpu_time_millis_testing
5.960272999971039
usercpu_time_millis_testing
5.460431000017252
usercpu_time_millis_testing
3.9236030000324718
usercpu_time_millis
45.1913939999713
usercpu_time_millis
48.62141899997141
usercpu_time_millis
49.055042999953
usercpu_time_millis
48.50666700002648
usercpu_time_millis
50.084285999957956
usercpu_time_millis
50.20116399998642
usercpu_time_millis
48.63174899992373
usercpu_time_millis
48.33854600002496
usercpu_time_millis
49.299904999998034
usercpu_time_millis
47.32216400003608
wall_clock_time_millis_testing
5.680084228515625
wall_clock_time_millis_testing
9.109735488891602
wall_clock_time_millis_testing
5.4836273193359375
wall_clock_time_millis_testing
7.54094123840332
wall_clock_time_millis_testing
5.40471076965332
wall_clock_time_millis_testing
5.492210388183594
wall_clock_time_millis_testing
5.9986114501953125
wall_clock_time_millis_testing
5.975008010864258
wall_clock_time_millis_testing
5.46717643737793
wall_clock_time_millis_testing
3.9288997650146484
wall_clock_time_millis
48.68054389953613
wall_clock_time_millis
51.48434638977051
wall_clock_time_millis
50.019025802612305
wall_clock_time_millis
51.92852020263672
wall_clock_time_millis
50.37879943847656
wall_clock_time_millis
50.267934799194336
wall_clock_time_millis
48.78401756286621
wall_clock_time_millis
51.90920829772949
wall_clock_time_millis
61.139822006225586
wall_clock_time_millis
50.016164779663086
predictive_accuracy
0.9816849816849816
predictive_accuracy
0.9578754578754579
predictive_accuracy
0.9761904761904762
predictive_accuracy
0.9505494505494505
predictive_accuracy
0.9688644688644689
predictive_accuracy
0.9432234432234432
predictive_accuracy
0.9669724770642202
predictive_accuracy
0.9743119266055046
predictive_accuracy
0.9798165137614679
predictive_accuracy
0.9798165137614679