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"}}]
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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
0.5992554630323086
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1983
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
98
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
19
19040
random_state
33310
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3717175949515459
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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12066.571921001014
usercpu_time_millis_training
10356.629740001154
usercpu_time_millis_training
13342.380965999837
usercpu_time_millis_training
11338.173951000499
usercpu_time_millis_training
13093.002818999594
usercpu_time_millis_training
12579.583553000703
usercpu_time_millis_training
13078.558832999988
usercpu_time_millis_training
11330.7765260015
usercpu_time_millis_training
15092.966187001366
usercpu_time_millis_training
13554.899769000258
wall_clock_time_millis_training
12298.60806465149
wall_clock_time_millis_training
10558.009386062622
wall_clock_time_millis_training
13614.493608474731
wall_clock_time_millis_training
11518.44048500061
wall_clock_time_millis_training
13364.57371711731
wall_clock_time_millis_training
12781.099796295166
wall_clock_time_millis_training
13364.324808120728
wall_clock_time_millis_training
11508.954048156738
wall_clock_time_millis_training
15336.440563201904
wall_clock_time_millis_training
13876.935482025146
usercpu_time_millis_testing
12.507120000009309
usercpu_time_millis_testing
11.787741999796708
usercpu_time_millis_testing
13.046762000158196
usercpu_time_millis_testing
12.347605999821099
usercpu_time_millis_testing
12.78128900048614
usercpu_time_millis_testing
12.464545001421357
usercpu_time_millis_testing
13.06779100013955
usercpu_time_millis_testing
11.780925999119063
usercpu_time_millis_testing
13.527130999136716
usercpu_time_millis_testing
8.786214999418007
usercpu_time_millis
12079.079041001023
usercpu_time_millis
10368.41748200095
usercpu_time_millis
13355.427727999995
usercpu_time_millis
11350.52155700032
usercpu_time_millis
13105.78410800008
usercpu_time_millis
12592.048098002124
usercpu_time_millis
13091.626624000128
usercpu_time_millis
11342.55745200062
usercpu_time_millis
15106.493318000503
usercpu_time_millis
13563.685983999676
wall_clock_time_millis_testing
12.65406608581543
wall_clock_time_millis_testing
11.799812316894531
wall_clock_time_millis_testing
13.054847717285156
wall_clock_time_millis_testing
12.355804443359375
wall_clock_time_millis_testing
12.806177139282227
wall_clock_time_millis_testing
12.472867965698242
wall_clock_time_millis_testing
13.14091682434082
wall_clock_time_millis_testing
11.784791946411133
wall_clock_time_millis_testing
13.533353805541992
wall_clock_time_millis_testing
8.895397186279297
wall_clock_time_millis
12311.262130737305
wall_clock_time_millis
10569.809198379517
wall_clock_time_millis
13627.548456192017
wall_clock_time_millis
11530.79628944397
wall_clock_time_millis
13377.379894256592
wall_clock_time_millis
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wall_clock_time_millis
13377.465724945068
wall_clock_time_millis
11520.73884010315
wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.5784313725490197
predictive_accuracy
0.5751633986928104
predictive_accuracy
0.5555555555555556
predictive_accuracy
0.5473856209150327
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.5784313725490197
predictive_accuracy
0.565359477124183
predictive_accuracy
0.5751633986928104
predictive_accuracy
0.5515548281505729
predictive_accuracy
0.5646481178396072