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
"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
"mse"
9667
init
null
9667
learning_rate
0.047839372588227486
9667
loss
"deviance"
9667
max_depth
5
9667
max_features
0.7645745493416829
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.810273142122502
9667
min_impurity_split
null
9667
min_samples_leaf
17
9667
min_samples_split
6
9667
min_weight_fraction_leaf
0.3473921233683421
9667
n_estimators
313
9667
n_iter_no_change
882
9667
presort
"auto"
9667
random_state
21553
9667
subsample
0.10855424420328152
9667
tol
0.000343024105032482
9667
validation_fraction
0.3559357242303357
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
213.24242699847673
usercpu_time_millis_training
204.56733600076404
usercpu_time_millis_training
204.3031700013671
usercpu_time_millis_training
191.13097199806361
usercpu_time_millis_training
188.45892299941625
usercpu_time_millis_training
189.21671100179083
usercpu_time_millis_training
187.9632149975805
usercpu_time_millis_training
188.20457899710163
usercpu_time_millis_training
187.5117859999591
usercpu_time_millis_training
188.77150700063794
usercpu_time_millis_testing
1.0131570015801117
usercpu_time_millis_testing
0.9939129995473195
usercpu_time_millis_testing
1.0203129968431313
usercpu_time_millis_testing
0.9181349996651988
usercpu_time_millis_testing
0.9391859966854099
usercpu_time_millis_testing
0.8942040003603324
usercpu_time_millis_testing
0.9297699980379548
usercpu_time_millis_testing
0.8976369972515386
usercpu_time_millis_testing
0.8929420000640675
usercpu_time_millis_testing
0.9073420005734079
usercpu_time_millis
214.25558400005684
usercpu_time_millis
205.56124900031136
usercpu_time_millis
205.32348299821024
usercpu_time_millis
192.0491069977288
usercpu_time_millis
189.39810899610166
usercpu_time_millis
190.11091500215116
usercpu_time_millis
188.89298499561846
usercpu_time_millis
189.10221599435317
usercpu_time_millis
188.40472800002317
usercpu_time_millis
189.67884900121135
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