9954
9666
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
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transformer_weights
null
9606
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}]
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"
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strategy
"most_frequent"
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
0.0002063408111951315
9667
loss
"deviance"
9667
max_depth
14
9667
max_features
0.09015811140150654
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max_leaf_nodes
null
9667
min_impurity_decrease
0.896478401281518
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min_impurity_split
null
9667
min_samples_leaf
7
9667
min_samples_split
20
9667
min_weight_fraction_leaf
0.4230920937644356
9667
n_estimators
1356
9667
n_iter_no_change
860
9667
presort
"auto"
9667
random_state
7082
9667
subsample
0.9789687961995233
9667
tol
6.058746792484471e-05
9667
validation_fraction
0.26048204941421016
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
364836.4088129965
usercpu_time_millis_training
363719.73541899933
usercpu_time_millis_training
364534.1265850002
usercpu_time_millis_training
364686.4366860027
usercpu_time_millis_training
365333.3125729987
usercpu_time_millis_training
365258.3123469994
usercpu_time_millis_training
365536.19395200076
usercpu_time_millis_training
366391.4681939968
usercpu_time_millis_training
366966.1678379998
usercpu_time_millis_training
365315.8909880003
usercpu_time_millis_testing
46.938679999584565
usercpu_time_millis_testing
45.111480001651216
usercpu_time_millis_testing
47.65066799882334
usercpu_time_millis_testing
46.77035500208149
usercpu_time_millis_testing
47.431115999643225
usercpu_time_millis_testing
43.01846699672751
usercpu_time_millis_testing
46.137145000102464
usercpu_time_millis_testing
44.80367200085311
usercpu_time_millis_testing
37.422055000206456
usercpu_time_millis_testing
45.326983999984805
usercpu_time_millis
364883.34749299614
usercpu_time_millis
363764.846899001
usercpu_time_millis
364581.777252999
usercpu_time_millis
364733.2070410048
usercpu_time_millis
365380.74368899834
usercpu_time_millis
365301.33081399614
usercpu_time_millis
365582.33109700086
usercpu_time_millis
366436.2718659977
usercpu_time_millis
367003.589893
usercpu_time_millis
365361.2179720003
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625