3899
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
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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]}}, {"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
"mse"
9667
init
null
9667
learning_rate
0.0014239230123907047
9667
loss
"deviance"
9667
max_depth
13
9667
max_features
0.7630430158106426
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max_leaf_nodes
null
9667
min_impurity_decrease
0.08067714393953307
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min_impurity_split
null
9667
min_samples_leaf
2
9667
min_samples_split
3
9667
min_weight_fraction_leaf
0.4081911931794424
9667
n_estimators
1061
9667
n_iter_no_change
358
9667
presort
"auto"
9667
random_state
56677
9667
subsample
0.6807439008550097
9667
tol
0.0008243720332524156
9667
validation_fraction
0.36157769430823783
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
3298.0210140012787
usercpu_time_millis_training
3466.1224510055035
usercpu_time_millis_training
3464.553716003138
usercpu_time_millis_training
3468.9048750005895
usercpu_time_millis_training
3457.0897860030527
usercpu_time_millis_training
3463.192055001855
usercpu_time_millis_training
3474.1041579982266
usercpu_time_millis_training
3463.6245149958995
usercpu_time_millis_training
3477.8583709994564
usercpu_time_millis_training
2928.085720996023
usercpu_time_millis_testing
4.343818000052124
usercpu_time_millis_testing
4.536013999313582
usercpu_time_millis_testing
4.530287995294202
usercpu_time_millis_testing
4.443509998964146
usercpu_time_millis_testing
4.690771995228715
usercpu_time_millis_testing
4.480185001739301
usercpu_time_millis_testing
5.996824002068024
usercpu_time_millis_testing
4.487102996790782
usercpu_time_millis_testing
4.567543997836765
usercpu_time_millis_testing
4.0249250014312565
usercpu_time_millis
3302.364832001331
usercpu_time_millis
3470.658465004817
usercpu_time_millis
3469.0840039984323
usercpu_time_millis
3473.3483849995537
usercpu_time_millis
3461.7805579982814
usercpu_time_millis
3467.672240003594
usercpu_time_millis
3480.1009820002946
usercpu_time_millis
3468.1116179926903
usercpu_time_millis
3482.425914997293
usercpu_time_millis
2932.1106459974544
predictive_accuracy
0.6713826366559486
predictive_accuracy
0.6713826366559486
predictive_accuracy
0.6713826366559486
predictive_accuracy
0.6713826366559486
predictive_accuracy
0.6713826366559486
predictive_accuracy
0.6711711711711712
predictive_accuracy
0.6711711711711712
predictive_accuracy
0.6711711711711712
predictive_accuracy
0.6718146718146718
predictive_accuracy
0.6718146718146718