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
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remainder
"drop"
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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
0.2921367929938557
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
581
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
197
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
8
19040
random_state
9471
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.25805352717762436
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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usercpu_time_millis_training
32154.6361719993
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
31870.650861001195
usercpu_time_millis_training
31925.239055999555
usercpu_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
32052.70004272461
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
80.28676200046903
usercpu_time_millis_testing
78.99093800006085
usercpu_time_millis_testing
78.8307069997245
usercpu_time_millis_testing
78.76237399977981
usercpu_time_millis_testing
78.00173299983726
usercpu_time_millis_testing
76.36181999987457
usercpu_time_millis_testing
79.90857900222181
usercpu_time_millis_testing
45.41112199876807
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
31832.137737001176
wall_clock_time_millis_testing
81.20894432067871
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
81.58206939697266
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
80.05547523498535
wall_clock_time_millis_testing
82.42058753967285
wall_clock_time_millis_testing
78.60898971557617
wall_clock_time_millis_testing
76.8735408782959
wall_clock_time_millis_testing
80.1229476928711
wall_clock_time_millis_testing
45.503854751586914
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
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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.9677980852915579
predictive_accuracy
0.9646069045546852
predictive_accuracy
0.9617058311575283
predictive_accuracy
0.9680881926312735
predictive_accuracy
0.9660574412532638
predictive_accuracy
0.9631456761462566
predictive_accuracy
0.9648868253047012
predictive_accuracy
0.9680789320951828
predictive_accuracy
0.9643064422518862
predictive_accuracy
0.9616947185142194