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
"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
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.37882309083751364
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
628
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
39
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
52873
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.13496680358604765
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
454.3624600000271
usercpu_time_millis_training
436.20649399997546
usercpu_time_millis_training
813.6674329999778
usercpu_time_millis_training
857.9165700000431
usercpu_time_millis_training
678.0551510000237
usercpu_time_millis_training
631.5554529999758
usercpu_time_millis_training
676.4440279999917
usercpu_time_millis_training
808.3384920000185
usercpu_time_millis_training
662.7932409999744
usercpu_time_millis_training
316.5484079999601
wall_clock_time_millis_training
467.8184986114502
wall_clock_time_millis_training
454.97703552246094
wall_clock_time_millis_training
818.854570388794
wall_clock_time_millis_training
864.9094104766846
wall_clock_time_millis_training
700.8082866668701
wall_clock_time_millis_training
640.6478881835938
wall_clock_time_millis_training
690.9623146057129
wall_clock_time_millis_training
820.2126026153564
wall_clock_time_millis_training
670.4714298248291
wall_clock_time_millis_training
320.9109306335449
usercpu_time_millis_testing
6.099156000004768
usercpu_time_millis_testing
6.104562999951213
usercpu_time_millis_testing
6.213242000001173
usercpu_time_millis_testing
6.243281999957162
usercpu_time_millis_testing
6.463229999951636
usercpu_time_millis_testing
6.024765999995907
usercpu_time_millis_testing
5.757920999997168
usercpu_time_millis_testing
6.59076599998798
usercpu_time_millis_testing
4.4746669999540245
usercpu_time_millis_testing
5.665668000006008
usercpu_time_millis
460.4616160000319
usercpu_time_millis
442.3110569999267
usercpu_time_millis
819.880674999979
usercpu_time_millis
864.1598520000002
usercpu_time_millis
684.5183809999753
usercpu_time_millis
637.5802189999717
usercpu_time_millis
682.2019489999889
usercpu_time_millis
814.9292580000065
usercpu_time_millis
667.2679079999284
usercpu_time_millis
322.2140759999661
wall_clock_time_millis_testing
6.104946136474609
wall_clock_time_millis_testing
6.109714508056641
wall_clock_time_millis_testing
6.218194961547852
wall_clock_time_millis_testing
7.840633392333984
wall_clock_time_millis_testing
6.468772888183594
wall_clock_time_millis_testing
6.031274795532227
wall_clock_time_millis_testing
5.812644958496094
wall_clock_time_millis_testing
6.595611572265625
wall_clock_time_millis_testing
4.559516906738281
wall_clock_time_millis_testing
5.693912506103516
wall_clock_time_millis
473.9234447479248
wall_clock_time_millis
461.0867500305176
wall_clock_time_millis
825.0727653503418
wall_clock_time_millis
872.7500438690186
wall_clock_time_millis
707.2770595550537
wall_clock_time_millis
646.679162979126
wall_clock_time_millis
696.774959564209
wall_clock_time_millis
826.8082141876221
wall_clock_time_millis
675.0309467315674
wall_clock_time_millis
326.60484313964844
predictive_accuracy
0.8558225508317929
predictive_accuracy
0.8927911275415896
predictive_accuracy
0.8595194085027726
predictive_accuracy
0.8613678373382625
predictive_accuracy
0.8611111111111112
predictive_accuracy
0.8925925925925926
predictive_accuracy
0.8981481481481481
predictive_accuracy
0.8555555555555555
predictive_accuracy
0.8629629629629629
predictive_accuracy
0.8648148148148148