9977
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"}}]
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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
0.6710977346900203
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1907
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
182
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
14
19040
random_state
14429
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.30610709270671527
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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29762.947102000908
usercpu_time_millis_training
30297.85998799889
usercpu_time_millis_training
29232.490475000304
usercpu_time_millis_training
29725.126077999448
usercpu_time_millis_training
29876.286845999857
usercpu_time_millis_training
30435.744849999537
usercpu_time_millis_training
29658.643340000708
usercpu_time_millis_training
29370.55187200167
wall_clock_time_millis_training
30309.06343460083
wall_clock_time_millis_training
30109.82346534729
wall_clock_time_millis_training
30371.12021446228
wall_clock_time_millis_training
30765.71488380432
wall_clock_time_millis_training
29715.537309646606
wall_clock_time_millis_training
30266.375303268433
wall_clock_time_millis_training
30445.634365081787
wall_clock_time_millis_training
30999.457836151123
wall_clock_time_millis_training
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wall_clock_time_millis_training
29886.94453239441
usercpu_time_millis_testing
77.00703699993028
usercpu_time_millis_testing
77.14111099994625
usercpu_time_millis_testing
80.27102300002298
usercpu_time_millis_testing
65.34786399970471
usercpu_time_millis_testing
75.9365189987875
usercpu_time_millis_testing
74.14624400007597
usercpu_time_millis_testing
79.25012099985906
usercpu_time_millis_testing
76.8903970001702
usercpu_time_millis_testing
77.51997800005483
usercpu_time_millis_testing
45.059877000312554
usercpu_time_millis
29936.74499899862
usercpu_time_millis
29568.28522900105
usercpu_time_millis
29843.21812500093
usercpu_time_millis
30363.207851998595
usercpu_time_millis
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usercpu_time_millis
29799.272321999524
usercpu_time_millis
29955.536966999716
usercpu_time_millis
30512.635246999707
usercpu_time_millis
29736.163318000763
usercpu_time_millis
29415.611749001982
wall_clock_time_millis_testing
80.1534652709961
wall_clock_time_millis_testing
86.6093635559082
wall_clock_time_millis_testing
80.50084114074707
wall_clock_time_millis_testing
65.5670166015625
wall_clock_time_millis_testing
76.36451721191406
wall_clock_time_millis_testing
74.30624961853027
wall_clock_time_millis_testing
79.26344871520996
wall_clock_time_millis_testing
77.09598541259766
wall_clock_time_millis_testing
77.59451866149902
wall_clock_time_millis_testing
45.06969451904297
wall_clock_time_millis
30389.216899871826
wall_clock_time_millis
30196.4328289032
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
31076.55382156372
wall_clock_time_millis
30257.068872451782
wall_clock_time_millis
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predictive_accuracy
0.9611256164780969
predictive_accuracy
0.9654772265738323
predictive_accuracy
0.9596750797795184
predictive_accuracy
0.9721496953872933
predictive_accuracy
0.9643167972149695
predictive_accuracy
0.965467208357516
predictive_accuracy
0.9622751015670342
predictive_accuracy
0.9709808473592572
predictive_accuracy
0.9645966337782936
predictive_accuracy
0.9663377829367382