3904
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aggressive_elimination
false
17373
cv
5
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error_score
NaN
17373
force_exhaust_resources
true
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max_resources
"auto"
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min_resources
"auto"
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n_candidates
100
17373
n_jobs
3
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param_distributions
{"l2_regularization": [0, 0.01, 0.1], "learning_rate": [0.01, 0.1, 1], "max_depth": [5, 6, 7, 8, 9, 1000], "max_leaf_nodes": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "min_samples_leaf": [2, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]}
17373
pre_dispatch
"2*n_jobs"
17373
random_state
0
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ratio
3
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refit
{"oml-python:serialized_object": "function", "value": "sklearn.model_selection._search_successive_halving._refit_callable"}
17373
resource
"n_samples"
17373
return_train_score
true
17373
scoring
null
17373
verbose
1
17373
l2_regularization
0.0
17372
learning_rate
0.1
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loss
"auto"
17372
max_bins
255
17372
max_depth
null
17372
max_iter
100
17372
max_leaf_nodes
31
17372
min_samples_leaf
20
17372
n_iter_no_change
null
17372
random_state
20757
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scoring
null
17372
tol
1e-07
17372
validation_fraction
0.1
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verbose
0
17372
warm_start
false
17372
openml-python
Sklearn_0.23.dev0.
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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
19064.801454544067
wall_clock_time_millis_training
20818.166494369507
wall_clock_time_millis_testing
2.062559127807617
wall_clock_time_millis_testing
2.0749568939208984
wall_clock_time_millis_testing
2.057790756225586
wall_clock_time_millis_testing
2.039670944213867
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
2.1393299102783203
wall_clock_time_millis_testing
2.048015594482422
wall_clock_time_millis
19371.561288833618
wall_clock_time_millis
18954.240560531616
wall_clock_time_millis
21416.81957244873
wall_clock_time_millis
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wall_clock_time_millis
19699.180126190186
wall_clock_time_millis
20181.58984184265
wall_clock_time_millis
19267.743825912476
wall_clock_time_millis
19382.798433303833
wall_clock_time_millis
19066.940784454346
wall_clock_time_millis
20820.21450996399
predictive_accuracy
0.8135904499540864
predictive_accuracy
0.8099173553719008
predictive_accuracy
0.8099173553719008
predictive_accuracy
0.8080808080808081
predictive_accuracy
0.8099173553719008
predictive_accuracy
0.8088235294117647
predictive_accuracy
0.8069852941176471
predictive_accuracy
0.8161764705882353
predictive_accuracy
0.8106617647058824
predictive_accuracy
0.8069852941176471