9977
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
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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
"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
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criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.040607590757686884
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
416
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
72
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
15
19040
random_state
9653
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.2351951903864961
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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usercpu_time_millis_training
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usercpu_time_millis_training
32891.16226600163
usercpu_time_millis_training
33111.6079880012
usercpu_time_millis_training
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usercpu_time_millis_training
32769.665569998324
usercpu_time_millis_training
33153.762001998984
usercpu_time_millis_training
32650.0267909978
usercpu_time_millis_training
32247.59284600077
wall_clock_time_millis_training
33558.26473236084
wall_clock_time_millis_training
34436.049699783325
wall_clock_time_millis_training
33167.442321777344
wall_clock_time_millis_training
33488.21830749512
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
33445.16825675964
wall_clock_time_millis_training
33765.24567604065
wall_clock_time_millis_training
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wall_clock_time_millis_training
32780.51424026489
usercpu_time_millis_testing
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usercpu_time_millis_testing
80.38270100223599
usercpu_time_millis_testing
78.62870000099065
usercpu_time_millis_testing
77.16515900028753
usercpu_time_millis_testing
81.04002899926854
usercpu_time_millis_testing
79.93156600059592
usercpu_time_millis_testing
78.83751000190387
usercpu_time_millis_testing
81.07671800098615
usercpu_time_millis_testing
78.82219100065413
usercpu_time_millis_testing
45.89426999882562
usercpu_time_millis
33094.05052099828
usercpu_time_millis
33799.30433700429
usercpu_time_millis
32633.26061599946
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
32728.848981998453
usercpu_time_millis
32293.487115999596
wall_clock_time_millis_testing
81.07113838195801
wall_clock_time_millis_testing
80.48415184020996
wall_clock_time_millis_testing
89.65420722961426
wall_clock_time_millis_testing
77.30507850646973
wall_clock_time_millis_testing
81.5880298614502
wall_clock_time_millis_testing
81.22134208679199
wall_clock_time_millis_testing
78.95803451538086
wall_clock_time_millis_testing
82.24153518676758
wall_clock_time_millis_testing
82.48734474182129
wall_clock_time_millis_testing
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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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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.9492312155497534
predictive_accuracy
0.9530026109660574
predictive_accuracy
0.941978532056861
predictive_accuracy
0.9527125036263417
predictive_accuracy
0.9477806788511749
predictive_accuracy
0.9442832269297736
predictive_accuracy
0.9492164828787
predictive_accuracy
0.9544399303540336
predictive_accuracy
0.9480557167730702
predictive_accuracy
0.9434126523505514