3021
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memory
null
9666
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
9666
n_jobs
null
9606
remainder
"passthrough"
9606
sparse_threshold
0.3
9606
transformer_weights
null
9606
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 17, 19, 21, 23, 25, 27]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 22, 24, 26, 28]}}]
9606
memory
null
9607
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
9607
axis
0
9608
copy
true
9608
missing_values
"NaN"
9608
strategy
"median"
9608
verbose
0
9608
copy
true
9609
with_mean
true
9609
with_std
true
9609
memory
null
9610
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
9610
copy
true
9559
fill_value
-1
9559
missing_values
NaN
9559
strategy
"constant"
9559
verbose
0
9559
categorical_features
null
9611
categories
null
9611
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
9611
handle_unknown
"ignore"
9611
n_values
null
9611
sparse
true
9611
threshold
0.0
9612
criterion
"mae"
9667
init
null
9667
learning_rate
0.013250613754813378
9667
loss
"deviance"
9667
max_depth
1
9667
max_features
0.9968938857947544
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max_leaf_nodes
null
9667
min_impurity_decrease
0.9607422741836744
9667
min_impurity_split
null
9667
min_samples_leaf
7
9667
min_samples_split
7
9667
min_weight_fraction_leaf
0.07329474268778596
9667
n_estimators
103
9667
n_iter_no_change
1533
9667
presort
"auto"
9667
random_state
57156
9667
subsample
0.845435278400094
9667
tol
0.00019395007967423411
9667
validation_fraction
0.5677803423039604
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
2970.5168360014795
usercpu_time_millis_training
2887.188700995466
usercpu_time_millis_training
2907.5312970016967
usercpu_time_millis_training
2940.5592379989685
usercpu_time_millis_training
2932.150084998284
usercpu_time_millis_training
2922.342778998427
usercpu_time_millis_training
2906.2587290027295
usercpu_time_millis_training
2924.8102780038607
usercpu_time_millis_training
2922.5097890011966
usercpu_time_millis_training
2910.713156001293
usercpu_time_millis_testing
4.069977003382519
usercpu_time_millis_testing
4.04375400103163
usercpu_time_millis_testing
4.113696995773353
usercpu_time_millis_testing
4.086931003257632
usercpu_time_millis_testing
4.050700001243968
usercpu_time_millis_testing
4.0778279944788665
usercpu_time_millis_testing
4.055317003803793
usercpu_time_millis_testing
4.074996999406721
usercpu_time_millis_testing
4.076722005265765
usercpu_time_millis_testing
4.070877002959605
usercpu_time_millis
2974.586813004862
usercpu_time_millis
2891.232454996498
usercpu_time_millis
2911.64499399747
usercpu_time_millis
2944.646169002226
usercpu_time_millis
2936.200784999528
usercpu_time_millis
2926.420606992906
usercpu_time_millis
2910.3140460065333
usercpu_time_millis
2928.8852750032675
usercpu_time_millis
2926.5865110064624
usercpu_time_millis
2914.7840330042527
predictive_accuracy
0.9391534391534392
predictive_accuracy
0.9365079365079365
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183
predictive_accuracy
0.9389920424403183