23
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, 3]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [1, 2, 4, 5, 6, 7, 8]}}]
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
0.05955313926771036
9667
loss
"deviance"
9667
max_depth
7
9667
max_features
0.3820005527254078
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.3363712426558505
9667
min_impurity_split
null
9667
min_samples_leaf
5
9667
min_samples_split
5
9667
min_weight_fraction_leaf
0.1654066368846882
9667
n_estimators
541
9667
n_iter_no_change
154
9667
presort
"auto"
9667
random_state
27201
9667
subsample
0.7523528834856317
9667
tol
3.425840301955092e-05
9667
validation_fraction
0.431988394206131
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
741.3994629969238
usercpu_time_millis_training
650.369557995873
usercpu_time_millis_training
821.2744569973438
usercpu_time_millis_training
659.8006950007402
usercpu_time_millis_training
666.7577999978676
usercpu_time_millis_training
664.9083380034426
usercpu_time_millis_training
610.2426799989189
usercpu_time_millis_training
626.0263299991493
usercpu_time_millis_training
642.0343839999987
usercpu_time_millis_training
610.2935140006593
usercpu_time_millis_testing
3.1676450016675517
usercpu_time_millis_testing
3.0617709999205545
usercpu_time_millis_testing
3.375829001015518
usercpu_time_millis_testing
3.0422100026044063
usercpu_time_millis_testing
3.15895499807084
usercpu_time_millis_testing
4.009593001683243
usercpu_time_millis_testing
3.1154520038398914
usercpu_time_millis_testing
3.2163060022867285
usercpu_time_millis_testing
3.2171169950743206
usercpu_time_millis_testing
3.0397429945878685
usercpu_time_millis
744.5671079985914
usercpu_time_millis
653.4313289957936
usercpu_time_millis
824.6502859983593
usercpu_time_millis
662.8429050033446
usercpu_time_millis
669.9167549959384
usercpu_time_millis
668.9179310051259
usercpu_time_millis
613.3581320027588
usercpu_time_millis
629.242636001436
usercpu_time_millis
645.251500995073
usercpu_time_millis
613.3332569952472
predictive_accuracy
0.5675675675675675
predictive_accuracy
0.49324324324324326
predictive_accuracy
0.5202702702702703
predictive_accuracy
0.5034013605442177
predictive_accuracy
0.5578231292517006
predictive_accuracy
0.5714285714285714
predictive_accuracy
0.4489795918367347
predictive_accuracy
0.5918367346938775
predictive_accuracy
0.5850340136054422
predictive_accuracy
0.6190476190476191