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
"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
0.714791891419301
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
624
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
93
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
12
19040
random_state
40955
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.10287308224372965
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
581.648306999341
usercpu_time_millis_training
439.5753960016009
usercpu_time_millis_training
556.8269970008259
usercpu_time_millis_training
404.6831120012939
usercpu_time_millis_training
754.498975999013
usercpu_time_millis_training
578.6893690001307
usercpu_time_millis_training
701.368457001081
usercpu_time_millis_training
803.7497799996345
usercpu_time_millis_training
523.1925989992305
usercpu_time_millis_training
453.0824310004391
wall_clock_time_millis_training
592.8573608398438
wall_clock_time_millis_training
448.23718070983887
wall_clock_time_millis_training
571.3789463043213
wall_clock_time_millis_training
418.7946319580078
wall_clock_time_millis_training
772.1586227416992
wall_clock_time_millis_training
586.1804485321045
wall_clock_time_millis_training
713.2296562194824
wall_clock_time_millis_training
811.0508918762207
wall_clock_time_millis_training
542.4833297729492
wall_clock_time_millis_training
457.2017192840576
usercpu_time_millis_testing
6.46945200060145
usercpu_time_millis_testing
6.50089500049944
usercpu_time_millis_testing
6.492227999842726
usercpu_time_millis_testing
6.759365998732392
usercpu_time_millis_testing
6.730992001394043
usercpu_time_millis_testing
6.844376999652013
usercpu_time_millis_testing
6.60407900068094
usercpu_time_millis_testing
6.7549129998951685
usercpu_time_millis_testing
6.368735999785713
usercpu_time_millis_testing
4.130325000005541
usercpu_time_millis
588.1177589999425
usercpu_time_millis
446.07629100210033
usercpu_time_millis
563.3192250006687
usercpu_time_millis
411.4424780000263
usercpu_time_millis
761.2299680004071
usercpu_time_millis
585.5337459997827
usercpu_time_millis
707.9725360017619
usercpu_time_millis
810.5046929995297
usercpu_time_millis
529.5613349990163
usercpu_time_millis
457.21275600044464
wall_clock_time_millis_testing
6.484031677246094
wall_clock_time_millis_testing
6.505489349365234
wall_clock_time_millis_testing
6.496667861938477
wall_clock_time_millis_testing
6.764411926269531
wall_clock_time_millis_testing
6.736278533935547
wall_clock_time_millis_testing
6.850004196166992
wall_clock_time_millis_testing
6.610393524169922
wall_clock_time_millis_testing
6.760358810424805
wall_clock_time_millis_testing
6.373882293701172
wall_clock_time_millis_testing
4.134654998779297
wall_clock_time_millis
599.3413925170898
wall_clock_time_millis
454.7426700592041
wall_clock_time_millis
577.8756141662598
wall_clock_time_millis
425.55904388427734
wall_clock_time_millis
778.8949012756348
wall_clock_time_millis
593.0304527282715
wall_clock_time_millis
719.8400497436523
wall_clock_time_millis
817.8112506866455
wall_clock_time_millis
548.8572120666504
wall_clock_time_millis
461.3363742828369
predictive_accuracy
0.9897435897435898
predictive_accuracy
0.9845360824742269
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9948453608247423
predictive_accuracy
0.9845360824742269
predictive_accuracy
0.9896907216494846
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9845360824742269
predictive_accuracy
0.979381443298969