9960
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
0.023505577829938482
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1762
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
112
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
7
19040
random_state
63260
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.18635818388916334
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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13863.436666999405
usercpu_time_millis_training
13876.136245999987
usercpu_time_millis_training
13852.03963999993
usercpu_time_millis_training
13848.03513299994
usercpu_time_millis_training
13869.509492999896
usercpu_time_millis_training
13863.213207000626
usercpu_time_millis_training
13892.474387999755
usercpu_time_millis_training
13935.464844999842
usercpu_time_millis_training
13867.547089000254
usercpu_time_millis_training
13792.739397000332
wall_clock_time_millis_training
14084.328413009644
wall_clock_time_millis_training
14169.65389251709
wall_clock_time_millis_training
14130.611896514893
wall_clock_time_millis_training
14101.10855102539
wall_clock_time_millis_training
14075.46329498291
wall_clock_time_millis_training
14192.686796188354
wall_clock_time_millis_training
14103.178024291992
wall_clock_time_millis_training
14203.275918960571
wall_clock_time_millis_training
14158.025741577148
wall_clock_time_millis_training
14044.346332550049
usercpu_time_millis_testing
10.410178000711312
usercpu_time_millis_testing
10.609045999444788
usercpu_time_millis_testing
11.10523799980001
usercpu_time_millis_testing
10.725705999902857
usercpu_time_millis_testing
10.46370600033697
usercpu_time_millis_testing
10.912544999882812
usercpu_time_millis_testing
10.463117999279348
usercpu_time_millis_testing
10.320086000319861
usercpu_time_millis_testing
10.984780999933719
usercpu_time_millis_testing
8.184645000255841
usercpu_time_millis
13873.846845000116
usercpu_time_millis
13886.745291999432
usercpu_time_millis
13863.14487799973
usercpu_time_millis
13858.760838999842
usercpu_time_millis
13879.973199000233
usercpu_time_millis
13874.12575200051
usercpu_time_millis
13902.937505999034
usercpu_time_millis
13945.784931000162
usercpu_time_millis
13878.531870000188
usercpu_time_millis
13800.924042000588
wall_clock_time_millis_testing
10.41722297668457
wall_clock_time_millis_testing
10.615110397338867
wall_clock_time_millis_testing
11.11292839050293
wall_clock_time_millis_testing
10.760068893432617
wall_clock_time_millis_testing
10.47062873840332
wall_clock_time_millis_testing
11.037588119506836
wall_clock_time_millis_testing
10.469913482666016
wall_clock_time_millis_testing
10.326862335205078
wall_clock_time_millis_testing
11.121511459350586
wall_clock_time_millis_testing
9.187936782836914
wall_clock_time_millis
14094.745635986328
wall_clock_time_millis
14180.269002914429
wall_clock_time_millis
14141.724824905396
wall_clock_time_millis
14111.868619918823
wall_clock_time_millis
14085.933923721313
wall_clock_time_millis
14203.724384307861
wall_clock_time_millis
14113.647937774658
wall_clock_time_millis
14213.602781295776
wall_clock_time_millis
14169.147253036499
wall_clock_time_millis
14053.534269332886
predictive_accuracy
0.9926739926739927
predictive_accuracy
0.989010989010989
predictive_accuracy
0.9926739926739927
predictive_accuracy
0.9853479853479854
predictive_accuracy
0.9963369963369964
predictive_accuracy
0.989010989010989
predictive_accuracy
0.998165137614679
predictive_accuracy
0.9963302752293578
predictive_accuracy
0.998165137614679
predictive_accuracy
0.9963302752293578