146817
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aggressive_elimination
false
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cv
5
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error_score
NaN
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force_exhaust_resources
true
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max_resources
100
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min_resources
"auto"
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n_candidates
100
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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]}
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pre_dispatch
"2*n_jobs"
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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"}
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resource
"max_iter"
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return_train_score
true
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scoring
null
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verbose
1
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l2_regularization
0.0
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learning_rate
0.1
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loss
"auto"
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max_bins
255
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max_depth
null
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max_iter
100
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max_leaf_nodes
31
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min_samples_leaf
20
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n_iter_no_change
null
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random_state
53843
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scoring
null
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tol
1e-07
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validation_fraction
0.1
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verbose
0
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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
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wall_clock_time_millis_training
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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
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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
6.654262542724609
wall_clock_time_millis
21619.874715805054
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
19622.67780303955
wall_clock_time_millis
21008.37802886963
wall_clock_time_millis
23123.98648262024
predictive_accuracy
0.8102564102564103
predictive_accuracy
0.8092783505154639
predictive_accuracy
0.7783505154639175
predictive_accuracy
0.7835051546391752
predictive_accuracy
0.8350515463917526
predictive_accuracy
0.8350515463917526
predictive_accuracy
0.7680412371134021
predictive_accuracy
0.7938144329896907
predictive_accuracy
0.788659793814433
predictive_accuracy
0.7989690721649485