9914
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]}}, {"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
0.00011468941605255536
9667
loss
"deviance"
9667
max_depth
11
9667
max_features
0.5622740455806376
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max_leaf_nodes
null
9667
min_impurity_decrease
0.17373449695171816
9667
min_impurity_split
null
9667
min_samples_leaf
3
9667
min_samples_split
6
9667
min_weight_fraction_leaf
0.06433763108722107
9667
n_estimators
509
9667
n_iter_no_change
176
9667
presort
"auto"
9667
random_state
65347
9667
subsample
0.5594179009653548
9667
tol
0.023274294773012537
9667
validation_fraction
0.4666410473392829
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
243.7961469986476
usercpu_time_millis_training
230.7766240046476
usercpu_time_millis_training
229.14525999658508
usercpu_time_millis_training
212.40672100248048
usercpu_time_millis_training
211.9433600018965
usercpu_time_millis_training
212.638856995909
usercpu_time_millis_training
211.4869489960256
usercpu_time_millis_training
211.5625789956539
usercpu_time_millis_training
211.49641700321808
usercpu_time_millis_training
212.4257219984429
usercpu_time_millis_testing
1.0980240040225908
usercpu_time_millis_testing
1.108247997763101
usercpu_time_millis_testing
1.0608029988361523
usercpu_time_millis_testing
1.0310170036973432
usercpu_time_millis_testing
1.0407489971839823
usercpu_time_millis_testing
1.0424280044389889
usercpu_time_millis_testing
1.0340320004615933
usercpu_time_millis_testing
1.0475939998286776
usercpu_time_millis_testing
1.0499299969524145
usercpu_time_millis_testing
1.0480739947524853
usercpu_time_millis
244.8941710026702
usercpu_time_millis
231.8848720024107
usercpu_time_millis
230.20606299542123
usercpu_time_millis
213.43773800617782
usercpu_time_millis
212.9841089990805
usercpu_time_millis
213.681285000348
usercpu_time_millis
212.5209809964872
usercpu_time_millis
212.61017299548257
usercpu_time_millis
212.5463470001705
usercpu_time_millis
213.47379599319538
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9442148760330579
predictive_accuracy
0.9461697722567288