14
17369
aggressive_elimination
false
17369
cv
5
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error_score
NaN
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force_exhaust_resources
true
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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
null
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param_distributions
{"l2_regularization": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.reciprocal_gen", "a": -Infinity, "b": Infinity, "args": [0.0001, 1], "kwds": {}}}, "learning_rate": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.reciprocal_gen", "a": -Infinity, "b": Infinity, "args": [0.0001, 1], "kwds": {}}}, "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
"n_samples"
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return_train_score
true
17369
scoring
null
17369
verbose
0
17369
l2_regularization
0.0
17370
learning_rate
0.1
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loss
"auto"
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max_bins
255
17370
max_depth
null
17370
max_iter
100
17370
max_leaf_nodes
31
17370
min_samples_leaf
20
17370
n_iter_no_change
null
17370
random_state
48466
17370
scoring
null
17370
tol
1e-07
17370
validation_fraction
0.1
17370
verbose
0
17370
warm_start
false
17370
openml-python
Sklearn_0.23.dev0.
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7996.11281
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usercpu_time_millis_training
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wall_clock_time_millis_training
50588.23347091675
wall_clock_time_millis_training
52865.670919418335
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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usercpu_time_millis_testing
28.98934300000633
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
26.180262000011112
usercpu_time_millis
8022.649711
usercpu_time_millis
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usercpu_time_millis
7392.69415
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
7370.729661999989
usercpu_time_millis
7310.297151000014
wall_clock_time_millis_testing
26.520967483520508
wall_clock_time_millis_testing
27.60767936706543
wall_clock_time_millis_testing
26.215314865112305
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
26.175975799560547
wall_clock_time_millis_testing
26.78656578063965
wall_clock_time_millis_testing
28.974294662475586
wall_clock_time_millis_testing
25.081396102905273
wall_clock_time_millis_testing
25.806427001953125
wall_clock_time_millis_testing
26.169538497924805
wall_clock_time_millis
50614.75443840027
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
50813.57979774475
predictive_accuracy
0.86
predictive_accuracy
0.82
predictive_accuracy
0.83
predictive_accuracy
0.88
predictive_accuracy
0.82
predictive_accuracy
0.86
predictive_accuracy
0.845
predictive_accuracy
0.885
predictive_accuracy
0.855
predictive_accuracy
0.825