37
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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
17373
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
2240.4544353485107
wall_clock_time_millis_training
2182.0292472839355
wall_clock_time_millis_training
2203.9999961853027
wall_clock_time_millis_training
2304.4612407684326
wall_clock_time_millis_training
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wall_clock_time_millis_training
2465.59476852417
wall_clock_time_millis_training
2319.469213485718
wall_clock_time_millis_training
2452.3098468780518
wall_clock_time_millis_training
2131.373167037964
wall_clock_time_millis_training
2214.400291442871
wall_clock_time_millis_testing
0.911712646484375
wall_clock_time_millis_testing
1.0340213775634766
wall_clock_time_millis_testing
0.9639263153076172
wall_clock_time_millis_testing
0.8883476257324219
wall_clock_time_millis_testing
0.8804798126220703
wall_clock_time_millis_testing
0.9305477142333984
wall_clock_time_millis_testing
0.9140968322753906
wall_clock_time_millis_testing
1.0819435119628906
wall_clock_time_millis_testing
0.8838176727294922
wall_clock_time_millis_testing
1.081228256225586
wall_clock_time_millis
2241.366147994995
wall_clock_time_millis
2183.063268661499
wall_clock_time_millis
2204.9639225006104
wall_clock_time_millis
2305.349588394165
wall_clock_time_millis
2259.5648765563965
wall_clock_time_millis
2466.5253162384033
wall_clock_time_millis
2320.383310317993
wall_clock_time_millis
2453.3917903900146
wall_clock_time_millis
2132.2569847106934
wall_clock_time_millis
2215.4815196990967
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.7012987012987013
predictive_accuracy
0.6103896103896104
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7662337662337663
predictive_accuracy
0.7763157894736842
predictive_accuracy
0.7105263157894737