9983
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
9606
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]}}, {"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
1.2167836555754272e-05
9667
loss
"deviance"
9667
max_depth
20
9667
max_features
0.8641880407441724
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.28470233767856046
9667
min_impurity_split
null
9667
min_samples_leaf
9
9667
min_samples_split
13
9667
min_weight_fraction_leaf
0.12498365911821996
9667
n_estimators
1309
9667
n_iter_no_change
431
9667
presort
"auto"
9667
random_state
26217
9667
subsample
0.4384118416598767
9667
tol
0.026648465955077884
9667
validation_fraction
0.3995910499719124
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
75158.83467700041
usercpu_time_millis_training
75250.19731400062
usercpu_time_millis_training
75166.52687299938
usercpu_time_millis_training
75087.76774999933
usercpu_time_millis_training
75126.64453899924
usercpu_time_millis_training
75915.97858999921
usercpu_time_millis_training
75317.80629599962
usercpu_time_millis_training
75383.26312499885
usercpu_time_millis_training
75287.46959399905
usercpu_time_millis_training
75269.07489399855
usercpu_time_millis_testing
3.3812310011853697
usercpu_time_millis_testing
3.2929400003922638
usercpu_time_millis_testing
3.60876899867435
usercpu_time_millis_testing
3.4683449994190596
usercpu_time_millis_testing
3.2595210013823817
usercpu_time_millis_testing
3.2731329993112013
usercpu_time_millis_testing
3.526604001308442
usercpu_time_millis_testing
3.49827100035327
usercpu_time_millis_testing
3.2524809994356474
usercpu_time_millis_testing
3.303075998701388
usercpu_time_millis
75162.2159080016
usercpu_time_millis
75253.49025400101
usercpu_time_millis
75170.13564199806
usercpu_time_millis
75091.23609499875
usercpu_time_millis
75129.90406000063
usercpu_time_millis
75919.25172299852
usercpu_time_millis
75321.33290000093
usercpu_time_millis
75386.7613959992
usercpu_time_millis
75290.72207499848
usercpu_time_millis
75272.37796999725
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5514018691588785
predictive_accuracy
0.5507343124165555
predictive_accuracy
0.5507343124165555
predictive_accuracy
0.5507343124165555