9983
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"
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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
"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
0.5416736064988655
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
393
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
96
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
4
19040
random_state
40920
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3878603382051125
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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2971.3793789997
usercpu_time_millis_training
2956.961398000203
usercpu_time_millis_training
2973.952201999964
usercpu_time_millis_training
2952.3330949996307
usercpu_time_millis_training
2982.8079330000037
usercpu_time_millis_training
2967.257887999949
usercpu_time_millis_training
2984.0736220003237
usercpu_time_millis_training
2972.159763000491
usercpu_time_millis_training
2970.2291560006415
wall_clock_time_millis_training
3017.8911685943604
wall_clock_time_millis_training
3015.772819519043
wall_clock_time_millis_training
3008.484363555908
wall_clock_time_millis_training
3027.820587158203
wall_clock_time_millis_training
2999.068021774292
wall_clock_time_millis_training
3044.792890548706
wall_clock_time_millis_training
3033.85329246521
wall_clock_time_millis_training
3058.269500732422
wall_clock_time_millis_training
3024.198293685913
wall_clock_time_millis_training
3010.131597518921
usercpu_time_millis_testing
10.398430000350345
usercpu_time_millis_testing
10.652043999471061
usercpu_time_millis_testing
10.405897999589797
usercpu_time_millis_testing
10.871387999941362
usercpu_time_millis_testing
10.052734000055352
usercpu_time_millis_testing
11.0142920002545
usercpu_time_millis_testing
10.102870000082476
usercpu_time_millis_testing
10.53458799924556
usercpu_time_millis_testing
10.43167399984668
usercpu_time_millis_testing
6.764936999388738
usercpu_time_millis
2967.63538399955
usercpu_time_millis
2982.031422999171
usercpu_time_millis
2967.367295999793
usercpu_time_millis
2984.8235899999054
usercpu_time_millis
2962.385828999686
usercpu_time_millis
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usercpu_time_millis
2977.3607580000316
usercpu_time_millis
2994.608209999569
usercpu_time_millis
2982.5914370003375
usercpu_time_millis
2976.9940930000303
wall_clock_time_millis_testing
10.405302047729492
wall_clock_time_millis_testing
10.72239875793457
wall_clock_time_millis_testing
10.41412353515625
wall_clock_time_millis_testing
11.487722396850586
wall_clock_time_millis_testing
10.058164596557617
wall_clock_time_millis_testing
11.099815368652344
wall_clock_time_millis_testing
10.10894775390625
wall_clock_time_millis_testing
10.601520538330078
wall_clock_time_millis_testing
10.439157485961914
wall_clock_time_millis_testing
6.768703460693359
wall_clock_time_millis
3028.29647064209
wall_clock_time_millis
3026.4952182769775
wall_clock_time_millis
3018.8984870910645
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
3068.871021270752
wall_clock_time_millis
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wall_clock_time_millis
3016.9003009796143
predictive_accuracy
0.8758344459279038
predictive_accuracy
0.8731642189586115
predictive_accuracy
0.8778371161548731
predictive_accuracy
0.8658210947930574
predictive_accuracy
0.8751668891855807
predictive_accuracy
0.8544726301735648
predictive_accuracy
0.8758344459279038
predictive_accuracy
0.8678237650200267
predictive_accuracy
0.8684913217623498
predictive_accuracy
0.8765020026702269