3913
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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
false
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max_resources
"auto"
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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]}
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"}
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resource
"n_samples"
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return_train_score
true
17373
scoring
null
17373
verbose
1
17373
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
17372
max_iter
100
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max_leaf_nodes
31
17372
min_samples_leaf
20
17372
n_iter_no_change
null
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random_state
145
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scoring
null
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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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4810.151100158691
wall_clock_time_millis_training
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wall_clock_time_millis_training
4011.263608932495
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
1.1584758758544922
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
1.2621879577636719
wall_clock_time_millis_testing
1.1453628540039062
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
1.1343955993652344
wall_clock_time_millis_testing
1.180410385131836
wall_clock_time_millis_testing
1.15203857421875
wall_clock_time_millis
4811.309576034546
wall_clock_time_millis
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wall_clock_time_millis
4012.525796890259
wall_clock_time_millis
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wall_clock_time_millis
6478.085517883301
wall_clock_time_millis
4872.918128967285
wall_clock_time_millis
5195.239067077637
wall_clock_time_millis
5047.260999679565
wall_clock_time_millis
4934.627056121826
wall_clock_time_millis
5202.817678451538
predictive_accuracy
0.8113207547169812
predictive_accuracy
0.8490566037735849
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.8653846153846154
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.8269230769230769
predictive_accuracy
0.7884615384615384
predictive_accuracy
0.8269230769230769
predictive_accuracy
0.8653846153846154