167141
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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
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
43087
17370
scoring
null
17370
tol
1e-07
17370
validation_fraction
0.1
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verbose
0
17370
warm_start
false
17370
openml-python
Sklearn_0.23.dev0.
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2385.5639399999995
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2420.144565
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usercpu_time_millis_training
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wall_clock_time_millis_training
5241.173505783081
wall_clock_time_millis_training
5000.827312469482
wall_clock_time_millis_training
4940.171718597412
wall_clock_time_millis_training
5000.9095668792725
wall_clock_time_millis_training
5043.0543422698975
wall_clock_time_millis_training
4679.430961608887
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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
4.459342000000532
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
4.584393999998326
usercpu_time_millis_testing
4.435224000001625
usercpu_time_millis
2390.023282
usercpu_time_millis
2424.4335509999996
usercpu_time_millis
2396.1329259999984
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
2201.1020639999983
usercpu_time_millis
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usercpu_time_millis
2428.4755920000016
usercpu_time_millis
2358.688626999999
usercpu_time_millis
2426.393894000004
wall_clock_time_millis_testing
4.461050033569336
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
4.626750946044922
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
5.306243896484375
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
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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
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wall_clock_time_millis
5117.72084236145
predictive_accuracy
0.94
predictive_accuracy
0.954
predictive_accuracy
0.962
predictive_accuracy
0.952
predictive_accuracy
0.962
predictive_accuracy
0.958
predictive_accuracy
0.96
predictive_accuracy
0.858
predictive_accuracy
0.858
predictive_accuracy
0.964