14
17373
aggressive_elimination
false
17373
cv
5
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error_score
NaN
17373
force_exhaust_resources
false
17373
max_resources
"auto"
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min_resources
"auto"
17373
n_candidates
100
17373
n_jobs
null
17373
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]}
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
"n_samples"
17373
return_train_score
true
17373
scoring
null
17373
verbose
0
17373
l2_regularization
0.0
17372
learning_rate
0.1
17372
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
22963
17372
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.
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7562.663629999999
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9940.877381
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7292.0555140000015
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9562.841914999999
usercpu_time_millis_training
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usercpu_time_millis_training
10538.47837699999
usercpu_time_millis_training
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usercpu_time_millis_training
8597.429804000001
usercpu_time_millis_training
7344.359210999997
wall_clock_time_millis_training
49237.722635269165
wall_clock_time_millis_training
55672.871112823486
wall_clock_time_millis_training
53647.066831588745
wall_clock_time_millis_training
52303.837060928345
wall_clock_time_millis_training
51721.44341468811
wall_clock_time_millis_training
49679.661989212036
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
51178.16400527954
wall_clock_time_millis_training
49247.34020233154
usercpu_time_millis_testing
25.853122000000894
usercpu_time_millis_testing
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usercpu_time_millis_testing
25.57751200000169
usercpu_time_millis_testing
27.017393000001277
usercpu_time_millis_testing
26.3005599999957
usercpu_time_millis_testing
26.469030000001226
usercpu_time_millis_testing
28.928328999995756
usercpu_time_millis_testing
25.427742999994507
usercpu_time_millis_testing
25.86996399999464
usercpu_time_millis_testing
26.00579199999231
usercpu_time_millis
7588.5167519999995
usercpu_time_millis
9968.092781
usercpu_time_millis
7317.633026000003
usercpu_time_millis
9589.859308000001
usercpu_time_millis
8769.621100999999
usercpu_time_millis
8385.523392000005
usercpu_time_millis
10567.406705999987
usercpu_time_millis
7251.370150999989
usercpu_time_millis
8623.299767999995
usercpu_time_millis
7370.36500299999
wall_clock_time_millis_testing
25.83909034729004
wall_clock_time_millis_testing
27.204513549804688
wall_clock_time_millis_testing
25.568008422851562
wall_clock_time_millis_testing
27.007102966308594
wall_clock_time_millis_testing
26.28922462463379
wall_clock_time_millis_testing
26.458024978637695
wall_clock_time_millis_testing
28.917312622070312
wall_clock_time_millis_testing
25.414466857910156
wall_clock_time_millis_testing
25.855541229248047
wall_clock_time_millis_testing
25.99191665649414
wall_clock_time_millis
49263.561725616455
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
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wall_clock_time_millis
49559.659004211426
wall_clock_time_millis
51204.01954650879
wall_clock_time_millis
49273.33211898804
predictive_accuracy
0.86
predictive_accuracy
0.82
predictive_accuracy
0.83
predictive_accuracy
0.89
predictive_accuracy
0.82
predictive_accuracy
0.855
predictive_accuracy
0.845
predictive_accuracy
0.885
predictive_accuracy
0.86
predictive_accuracy
0.825