53
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aggressive_elimination
false
17373
cv
5
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error_score
NaN
17373
force_exhaust_resources
true
17373
max_resources
100
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min_resources
"auto"
17373
n_candidates
100
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n_jobs
3
17373
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"
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
53843
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scoring
null
17372
tol
1e-07
17372
validation_fraction
0.1
17372
verbose
0
17372
warm_start
false
17372
openml-python
Sklearn_0.23.dev0.
wall_clock_time_millis_training
6481.894731521606
wall_clock_time_millis_training
8050.349950790405
wall_clock_time_millis_training
6722.707271575928
wall_clock_time_millis_training
6190.0012493133545
wall_clock_time_millis_training
8712.310314178467
wall_clock_time_millis_training
8196.314811706543
wall_clock_time_millis_training
7749.514579772949
wall_clock_time_millis_training
7557.326078414917
wall_clock_time_millis_training
7824.962615966797
wall_clock_time_millis_training
8362.048149108887
wall_clock_time_millis_testing
3.3168792724609375
wall_clock_time_millis_testing
3.420114517211914
wall_clock_time_millis_testing
3.470897674560547
wall_clock_time_millis_testing
3.3903121948242188
wall_clock_time_millis_testing
3.458261489868164
wall_clock_time_millis_testing
3.4165382385253906
wall_clock_time_millis_testing
3.47900390625
wall_clock_time_millis_testing
3.364086151123047
wall_clock_time_millis_testing
3.407716751098633
wall_clock_time_millis_testing
3.471851348876953
wall_clock_time_millis
6485.211610794067
wall_clock_time_millis
8053.770065307617
wall_clock_time_millis
6726.178169250488
wall_clock_time_millis
6193.391561508179
wall_clock_time_millis
8715.768575668335
wall_clock_time_millis
8199.731349945068
wall_clock_time_millis
7752.993583679199
wall_clock_time_millis
7560.69016456604
wall_clock_time_millis
7828.3703327178955
wall_clock_time_millis
8365.520000457764
predictive_accuracy
0.7647058823529411
predictive_accuracy
0.8
predictive_accuracy
0.7529411764705882
predictive_accuracy
0.788235294117647
predictive_accuracy
0.7529411764705882
predictive_accuracy
0.7176470588235294
predictive_accuracy
0.75
predictive_accuracy
0.8214285714285714
predictive_accuracy
0.7738095238095238
predictive_accuracy
0.7380952380952381