9967
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
0.060097374948062485
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
795
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
91
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
19
19040
random_state
7166
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.23137643922190923
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
1045.8271820007212
usercpu_time_millis_training
1045.0978189983289
usercpu_time_millis_training
1032.553180000832
usercpu_time_millis_training
1031.1927869988722
usercpu_time_millis_training
1044.2679550014873
usercpu_time_millis_training
1043.6974879994523
usercpu_time_millis_training
1039.4251649995567
usercpu_time_millis_training
1040.3934969999682
usercpu_time_millis_training
1036.880427000142
usercpu_time_millis_training
1021.1548139996012
wall_clock_time_millis_training
1066.0910606384277
wall_clock_time_millis_training
1071.3436603546143
wall_clock_time_millis_training
1055.4563999176025
wall_clock_time_millis_training
1065.6077861785889
wall_clock_time_millis_training
1053.051471710205
wall_clock_time_millis_training
1070.7190036773682
wall_clock_time_millis_training
1057.3418140411377
wall_clock_time_millis_training
1058.8562488555908
wall_clock_time_millis_training
1047.684907913208
wall_clock_time_millis_training
1042.259931564331
usercpu_time_millis_testing
6.398802001058357
usercpu_time_millis_testing
7.048529001622228
usercpu_time_millis_testing
6.555255000421312
usercpu_time_millis_testing
6.999179000558797
usercpu_time_millis_testing
7.503333999920869
usercpu_time_millis_testing
7.881732000896591
usercpu_time_millis_testing
6.4348919986514375
usercpu_time_millis_testing
7.151362000513473
usercpu_time_millis_testing
7.073665999996592
usercpu_time_millis_testing
4.554691999146598
usercpu_time_millis
1052.2259840017796
usercpu_time_millis
1052.146347999951
usercpu_time_millis
1039.1084350012534
usercpu_time_millis
1038.191965999431
usercpu_time_millis
1051.7712890014081
usercpu_time_millis
1051.5792200003489
usercpu_time_millis
1045.8600569982082
usercpu_time_millis
1047.5448590004817
usercpu_time_millis
1043.9540930001385
usercpu_time_millis
1025.7095059987478
wall_clock_time_millis_testing
6.404638290405273
wall_clock_time_millis_testing
12.496471405029297
wall_clock_time_millis_testing
6.560564041137695
wall_clock_time_millis_testing
7.010221481323242
wall_clock_time_millis_testing
7.5092315673828125
wall_clock_time_millis_testing
7.9498291015625
wall_clock_time_millis_testing
6.45756721496582
wall_clock_time_millis_testing
7.1563720703125
wall_clock_time_millis_testing
7.081031799316406
wall_clock_time_millis_testing
4.559755325317383
wall_clock_time_millis
1072.495698928833
wall_clock_time_millis
1083.8401317596436
wall_clock_time_millis
1062.0169639587402
wall_clock_time_millis
1072.618007659912
wall_clock_time_millis
1060.560703277588
wall_clock_time_millis
1078.6688327789307
wall_clock_time_millis
1063.7993812561035
wall_clock_time_millis
1066.0126209259033
wall_clock_time_millis
1054.7659397125244
wall_clock_time_millis
1046.8196868896484
predictive_accuracy
0.9692307692307692
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9845360824742269
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9948453608247423
predictive_accuracy
0.9690721649484536
predictive_accuracy
0.9690721649484536
predictive_accuracy
0.9587628865979382
predictive_accuracy
0.9896907216494846
predictive_accuracy
0.9690721649484536