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
"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
0.16783291782896104
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1216
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
10
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
10
19040
random_state
54147
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.33566592973222237
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
3242.7661259998786
usercpu_time_millis_training
3262.9864610007644
usercpu_time_millis_training
3261.60271200024
usercpu_time_millis_training
3267.859061999843
usercpu_time_millis_training
3253.9589260004504
usercpu_time_millis_training
3259.7561419997874
usercpu_time_millis_training
3247.9379629994583
usercpu_time_millis_training
3260.8417840001493
usercpu_time_millis_training
3262.6869059995443
usercpu_time_millis_training
3271.909652999966
wall_clock_time_millis_training
3318.5579776763916
wall_clock_time_millis_training
3321.023941040039
wall_clock_time_millis_training
3319.4944858551025
wall_clock_time_millis_training
3336.559534072876
wall_clock_time_millis_training
3314.2292499542236
wall_clock_time_millis_training
3303.406000137329
wall_clock_time_millis_training
3304.492712020874
wall_clock_time_millis_training
3320.138692855835
wall_clock_time_millis_training
3332.399845123291
wall_clock_time_millis_training
3318.486452102661
usercpu_time_millis_testing
10.448332000123628
usercpu_time_millis_testing
10.196277999966696
usercpu_time_millis_testing
10.135882000213314
usercpu_time_millis_testing
10.533364999901096
usercpu_time_millis_testing
10.476443999323237
usercpu_time_millis_testing
10.486281999874336
usercpu_time_millis_testing
10.312377999980527
usercpu_time_millis_testing
11.390836999453313
usercpu_time_millis_testing
10.040148000371119
usercpu_time_millis_testing
10.820102000252518
usercpu_time_millis
3253.214458000002
usercpu_time_millis
3273.182739000731
usercpu_time_millis
3271.7385940004533
usercpu_time_millis
3278.392426999744
usercpu_time_millis
3264.4353699997737
usercpu_time_millis
3270.2424239996617
usercpu_time_millis
3258.250340999439
usercpu_time_millis
3272.2326209996027
usercpu_time_millis
3272.7270539999154
usercpu_time_millis
3282.7297550002186
wall_clock_time_millis_testing
10.555267333984375
wall_clock_time_millis_testing
10.200977325439453
wall_clock_time_millis_testing
10.24174690246582
wall_clock_time_millis_testing
13.4124755859375
wall_clock_time_millis_testing
10.481119155883789
wall_clock_time_millis_testing
10.49184799194336
wall_clock_time_millis_testing
10.537385940551758
wall_clock_time_millis_testing
11.43193244934082
wall_clock_time_millis_testing
10.045766830444336
wall_clock_time_millis_testing
10.824918746948242
wall_clock_time_millis
3329.113245010376
wall_clock_time_millis
3331.2249183654785
wall_clock_time_millis
3329.7362327575684
wall_clock_time_millis
3349.9720096588135
wall_clock_time_millis
3324.7103691101074
wall_clock_time_millis
3313.8978481292725
wall_clock_time_millis
3315.030097961426
wall_clock_time_millis
3331.570625305176
wall_clock_time_millis
3342.4456119537354
wall_clock_time_millis
3329.3113708496094
predictive_accuracy
0.8417890520694259
predictive_accuracy
0.8317757009345794
predictive_accuracy
0.8451268357810414
predictive_accuracy
0.8304405874499332
predictive_accuracy
0.8377837116154874
predictive_accuracy
0.8391188251001335
predictive_accuracy
0.842456608811749
predictive_accuracy
0.8237650200267023
predictive_accuracy
0.8324432576769025
predictive_accuracy
0.8344459279038718