9985
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
0.30127224697023697
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
684
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
173
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
9
19040
random_state
57020
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.011685268556654955
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
39531.69332499965
usercpu_time_millis_training
21895.18449699972
usercpu_time_millis_training
27599.023853999824
usercpu_time_millis_training
39067.14128299791
usercpu_time_millis_training
39011.736544001906
usercpu_time_millis_training
23834.27410299919
usercpu_time_millis_training
17166.4121419999
usercpu_time_millis_training
28632.121597998776
usercpu_time_millis_training
23216.419431002578
usercpu_time_millis_training
14466.998625000997
wall_clock_time_millis_training
40301.91373825073
wall_clock_time_millis_training
22291.85152053833
wall_clock_time_millis_training
28147.806644439697
wall_clock_time_millis_training
39791.2757396698
wall_clock_time_millis_training
39800.63223838806
wall_clock_time_millis_training
24296.730518341064
wall_clock_time_millis_training
17495.432376861572
wall_clock_time_millis_training
29212.520360946655
wall_clock_time_millis_training
23649.842977523804
wall_clock_time_millis_training
14529.072761535645
usercpu_time_millis_testing
16.42907799759996
usercpu_time_millis_testing
13.279282000439707
usercpu_time_millis_testing
15.071661997353658
usercpu_time_millis_testing
17.080500001611654
usercpu_time_millis_testing
17.31927199944039
usercpu_time_millis_testing
13.991320000059204
usercpu_time_millis_testing
11.941609998757485
usercpu_time_millis_testing
14.391695000085747
usercpu_time_millis_testing
13.421294002910145
usercpu_time_millis_testing
8.222536998800933
usercpu_time_millis
39548.12240299725
usercpu_time_millis
21908.463779000158
usercpu_time_millis
27614.095515997178
usercpu_time_millis
39084.22178299952
usercpu_time_millis
39029.055816001346
usercpu_time_millis
23848.265422999248
usercpu_time_millis
17178.353751998657
usercpu_time_millis
28646.51329299886
usercpu_time_millis
23229.840725005488
usercpu_time_millis
14475.221161999798
wall_clock_time_millis_testing
16.4337158203125
wall_clock_time_millis_testing
13.283729553222656
wall_clock_time_millis_testing
15.075922012329102
wall_clock_time_millis_testing
17.087221145629883
wall_clock_time_millis_testing
17.323732376098633
wall_clock_time_millis_testing
14.011859893798828
wall_clock_time_millis_testing
11.945962905883789
wall_clock_time_millis_testing
14.395713806152344
wall_clock_time_millis_testing
13.44156265258789
wall_clock_time_millis_testing
8.225440979003906
wall_clock_time_millis
40318.347454071045
wall_clock_time_millis
22305.135250091553
wall_clock_time_millis
28162.882566452026
wall_clock_time_millis
39808.36296081543
wall_clock_time_millis
39817.95597076416
wall_clock_time_millis
24310.742378234863
wall_clock_time_millis
17507.378339767456
wall_clock_time_millis
29226.916074752808
wall_clock_time_millis
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wall_clock_time_millis
14537.298202514648
predictive_accuracy
0.6029411764705882
predictive_accuracy
0.5800653594771242
predictive_accuracy
0.565359477124183
predictive_accuracy
0.5931372549019608
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.6062091503267973
predictive_accuracy
0.5751633986928104
predictive_accuracy
0.5849673202614379
predictive_accuracy
0.5711947626841244
predictive_accuracy
0.5613747954173486