3904
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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]}
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
"max_iter"
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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"
17372
max_bins
255
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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
53843
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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.
wall_clock_time_millis_training
8139.240741729736
wall_clock_time_millis_training
7986.724376678467
wall_clock_time_millis_training
8106.174945831299
wall_clock_time_millis_training
8051.302194595337
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
8518.643140792847
wall_clock_time_millis_training
8562.475204467773
wall_clock_time_millis_training
8107.962608337402
wall_clock_time_millis_training
8159.943342208862
wall_clock_time_millis_testing
1.4791488647460938
wall_clock_time_millis_testing
1.463174819946289
wall_clock_time_millis_testing
1.6498565673828125
wall_clock_time_millis_testing
1.5056133270263672
wall_clock_time_millis_testing
1.514434814453125
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
1.57928466796875
wall_clock_time_millis_testing
1.6410350799560547
wall_clock_time_millis_testing
1.4886856079101562
wall_clock_time_millis_testing
1.4147758483886719
wall_clock_time_millis
8140.719890594482
wall_clock_time_millis
7988.187551498413
wall_clock_time_millis
8107.824802398682
wall_clock_time_millis
8052.807807922363
wall_clock_time_millis
8249.284505844116
wall_clock_time_millis
8604.847431182861
wall_clock_time_millis
8520.222425460815
wall_clock_time_millis
8564.11623954773
wall_clock_time_millis
8109.4512939453125
wall_clock_time_millis
8161.358118057251
predictive_accuracy
0.8172635445362718
predictive_accuracy
0.8236914600550964
predictive_accuracy
0.8191000918273645
predictive_accuracy
0.8163452708907254
predictive_accuracy
0.8071625344352618
predictive_accuracy
0.8143382352941176
predictive_accuracy
0.8180147058823529
predictive_accuracy
0.8235294117647058
predictive_accuracy
0.8152573529411765
predictive_accuracy
0.8079044117647058