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
"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
0.2855405459426691
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
2019
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
122
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
48563
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.09783731898024106
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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40245.218780997675
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usercpu_time_millis_training
40623.72305000099
usercpu_time_millis_training
40841.25267800118
usercpu_time_millis_training
41599.171531997854
usercpu_time_millis_training
41632.45699000254
usercpu_time_millis_training
42012.060715998814
usercpu_time_millis_training
42184.71872200098
usercpu_time_millis_training
40573.518052999134
usercpu_time_millis_training
40175.243121000676
wall_clock_time_millis_training
41182.26408958435
wall_clock_time_millis_training
40539.64638710022
wall_clock_time_millis_training
41444.36955451965
wall_clock_time_millis_training
41631.07204437256
wall_clock_time_millis_training
42445.316553115845
wall_clock_time_millis_training
42440.232276916504
wall_clock_time_millis_training
42863.06047439575
wall_clock_time_millis_training
43064.53895568848
wall_clock_time_millis_training
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wall_clock_time_millis_training
41036.79537773132
usercpu_time_millis_testing
77.86553600089974
usercpu_time_millis_testing
77.35333700111369
usercpu_time_millis_testing
77.59726599761052
usercpu_time_millis_testing
78.88055900184554
usercpu_time_millis_testing
78.04880199910258
usercpu_time_millis_testing
79.7327000000223
usercpu_time_millis_testing
79.79085399711039
usercpu_time_millis_testing
78.60622799853445
usercpu_time_millis_testing
75.90466300098342
usercpu_time_millis_testing
43.79536600026768
usercpu_time_millis
40323.084316998575
usercpu_time_millis
39872.31195400091
usercpu_time_millis
40701.3203159986
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
42091.851569995924
usercpu_time_millis
42263.324949999515
usercpu_time_millis
40649.42271600012
usercpu_time_millis
40219.038487000944
wall_clock_time_millis_testing
77.97837257385254
wall_clock_time_millis_testing
77.49032974243164
wall_clock_time_millis_testing
77.62885093688965
wall_clock_time_millis_testing
79.12874221801758
wall_clock_time_millis_testing
80.41644096374512
wall_clock_time_millis_testing
93.88518333435059
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
79.30397987365723
wall_clock_time_millis_testing
76.13158226013184
wall_clock_time_millis_testing
43.8535213470459
wall_clock_time_millis
41260.2424621582
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
0.9666376559326951
predictive_accuracy
0.9672178706121265
predictive_accuracy
0.9611256164780969
predictive_accuracy
0.9669277632724108
predictive_accuracy
0.9669277632724108
predictive_accuracy
0.963435867672664
predictive_accuracy
0.9637260591990714
predictive_accuracy
0.967498549042368
predictive_accuracy
0.9651770168311086
predictive_accuracy
0.9637260591990714