3918
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, 14, 15, 16, 17, 18, 19, 20]}}, {"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
"mean"
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
"friedman_mse"
9667
init
null
9667
learning_rate
0.03523687876414329
9667
loss
"deviance"
9667
max_depth
5
9667
max_features
0.34888870859133847
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.6138709078923006
9667
min_impurity_split
null
9667
min_samples_leaf
19
9667
min_samples_split
4
9667
min_weight_fraction_leaf
0.17224019473113977
9667
n_estimators
657
9667
n_iter_no_change
1985
9667
presort
"auto"
9667
random_state
17162
9667
subsample
0.989213372657212
9667
tol
0.0015051612488070957
9667
validation_fraction
0.9327458815281631
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
308.7944289945881
usercpu_time_millis_training
301.1902150028618
usercpu_time_millis_training
284.1231229976984
usercpu_time_millis_training
279.53284400427947
usercpu_time_millis_training
278.97234299598495
usercpu_time_millis_training
278.6977729992941
usercpu_time_millis_training
278.78024000528967
usercpu_time_millis_training
278.8089549940196
usercpu_time_millis_training
279.4056130005629
usercpu_time_millis_training
277.92379099992104
usercpu_time_millis_testing
1.289333995373454
usercpu_time_millis_testing
1.2046659976476803
usercpu_time_millis_testing
35.83027599961497
usercpu_time_millis_testing
1.2340050016064197
usercpu_time_millis_testing
1.150112999312114
usercpu_time_millis_testing
1.1747960015782155
usercpu_time_millis_testing
1.1520740008563735
usercpu_time_millis_testing
1.2160590049461462
usercpu_time_millis_testing
1.1081539996666834
usercpu_time_millis_testing
1.187243004096672
usercpu_time_millis
310.08376298996154
usercpu_time_millis
302.3948810005095
usercpu_time_millis
319.95339899731334
usercpu_time_millis
280.7668490058859
usercpu_time_millis
280.12245599529706
usercpu_time_millis
279.8725690008723
usercpu_time_millis
279.93231400614604
usercpu_time_millis
280.02501399896573
usercpu_time_millis
280.51376700022956
usercpu_time_millis
279.1110340040177
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9279279279279279
predictive_accuracy
0.9363636363636364