2074
8890
memory
null
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n_jobs
null
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remainder
"passthrough"
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sparse_threshold
0.3
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transformer_weights
null
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memory
null
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axis
0
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copy
true
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missing_values
"NaN"
8893
strategy
"most_frequent"
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verbose
0
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copy
true
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with_mean
true
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with_std
true
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memory
null
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copy
true
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fill_value
-1
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missing_values
NaN
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strategy
"constant"
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verbose
0
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categorical_features
null
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categories
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
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sparse
true
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threshold
0.0
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criterion
"friedman_mse"
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init
null
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learning_rate
1.0303919710421832
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loss
"deviance"
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max_depth
8
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max_features
0.5188316965175466
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max_leaf_nodes
null
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min_impurity_decrease
0.8067835530347546
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min_impurity_split
null
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min_samples_leaf
15
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min_samples_split
4
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min_weight_fraction_leaf
0.47679726564935676
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n_estimators
327
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n_iter_no_change
202
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presort
"auto"
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random_state
11274
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subsample
0.7188975953614104
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tol
0.0009452715594501128
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validation_fraction
0.4864804581105816
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verbose
0
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warm_start
false
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openml-python
Sklearn_0.20.2.
usercpu_time_millis_training
3949.5928999967873
usercpu_time_millis_training
3932.1297140122624
usercpu_time_millis_training
3908.7319889949868
usercpu_time_millis_training
3907.3809029941913
usercpu_time_millis_training
3911.0635480028577
usercpu_time_millis_training
3938.1999079923844
usercpu_time_millis_training
3898.689174995525
usercpu_time_millis_training
3896.5932650025934
usercpu_time_millis_training
3902.6575030002277
usercpu_time_millis_training
3898.850413999753
usercpu_time_millis_testing
8.875071987858973
usercpu_time_millis_testing
8.473523004795425
usercpu_time_millis_testing
9.013949005748145
usercpu_time_millis_testing
8.873081998899579
usercpu_time_millis_testing
9.301472993684001
usercpu_time_millis_testing
8.675232995301485
usercpu_time_millis_testing
8.717142001842149
usercpu_time_millis_testing
8.636583996121772
usercpu_time_millis_testing
9.013683986268006
usercpu_time_millis_testing
8.454982002149336
usercpu_time_millis
3958.4679719846463
usercpu_time_millis
3940.603237017058
usercpu_time_millis
3917.745938000735
usercpu_time_millis
3916.253984993091
usercpu_time_millis
3920.3650209965417
usercpu_time_millis
3946.875140987686
usercpu_time_millis
3907.406316997367
usercpu_time_millis
3905.229848998715
usercpu_time_millis
3911.6711869864957
usercpu_time_millis
3907.3053960019024
predictive_accuracy
0.776049766718507
predictive_accuracy
0.7262830482115086
predictive_accuracy
0.749611197511664
predictive_accuracy
0.6982892690513219
predictive_accuracy
0.7231726283048211
predictive_accuracy
0.7247278382581649
predictive_accuracy
0.7558320373250389
predictive_accuracy
0.7293934681181959
predictive_accuracy
0.6998444790046656
predictive_accuracy
0.7387247278382582