9954
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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
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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"
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
0.0031063268795941523
9667
loss
"deviance"
9667
max_depth
25
9667
max_features
0.970822931808644
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max_leaf_nodes
null
9667
min_impurity_decrease
0.024937518786818158
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min_impurity_split
null
9667
min_samples_leaf
12
9667
min_samples_split
19
9667
min_weight_fraction_leaf
0.33342177545470203
9667
n_estimators
573
9667
n_iter_no_change
504
9667
presort
"auto"
9667
random_state
4553
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subsample
0.41990797230296095
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tol
0.09510694935371748
9667
validation_fraction
0.2829783584935296
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
574171.1904509993
usercpu_time_millis_training
576293.7969529994
usercpu_time_millis_training
569834.7815540001
usercpu_time_millis_training
569734.2167660008
usercpu_time_millis_training
568495.7604640003
usercpu_time_millis_training
567609.990846
usercpu_time_millis_training
568149.930890002
usercpu_time_millis_training
567617.9995249986
usercpu_time_millis_training
559980.6467630005
usercpu_time_millis_training
561218.658324
usercpu_time_millis_testing
32.314730999132735
usercpu_time_millis_testing
27.543144999071956
usercpu_time_millis_testing
36.69334299956972
usercpu_time_millis_testing
37.05483299927437
usercpu_time_millis_testing
39.9002689991903
usercpu_time_millis_testing
29.106812999089016
usercpu_time_millis_testing
31.319260997406673
usercpu_time_millis_testing
31.40245800022967
usercpu_time_millis_testing
31.32256199751282
usercpu_time_millis_testing
31.16269399833982
usercpu_time_millis
574203.5051819985
usercpu_time_millis
576321.3400979985
usercpu_time_millis
569871.4748969997
usercpu_time_millis
569771.2715990001
usercpu_time_millis
568535.6607329994
usercpu_time_millis
567639.0976589991
usercpu_time_millis
568181.2501509995
usercpu_time_millis
567649.4019829988
usercpu_time_millis
560011.9693249981
usercpu_time_millis
561249.8210179983
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