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
0.00013806705808962268
9667
loss
"deviance"
9667
max_depth
24
9667
max_features
0.23370672853904517
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.7026711508886497
9667
min_impurity_split
null
9667
min_samples_leaf
10
9667
min_samples_split
15
9667
min_weight_fraction_leaf
0.2712903686246355
9667
n_estimators
898
9667
n_iter_no_change
175
9667
presort
"auto"
9667
random_state
18356
9667
subsample
0.3728820094595551
9667
tol
0.005740454237638424
9667
validation_fraction
0.4027829205799719
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
2690.862939998624
usercpu_time_millis_training
2638.2653060027224
usercpu_time_millis_training
2637.147425000876
usercpu_time_millis_training
2655.199443001038
usercpu_time_millis_training
2637.793091998901
usercpu_time_millis_training
2642.0017540003755
usercpu_time_millis_training
2677.3640220017114
usercpu_time_millis_training
2633.3189210017736
usercpu_time_millis_training
2626.615399000002
usercpu_time_millis_training
2631.9822759978706
usercpu_time_millis_testing
5.016556002374273
usercpu_time_millis_testing
5.828475001180777
usercpu_time_millis_testing
4.986736999853747
usercpu_time_millis_testing
5.016619001253275
usercpu_time_millis_testing
5.072370000561932
usercpu_time_millis_testing
4.93210700005875
usercpu_time_millis_testing
5.027793002227554
usercpu_time_millis_testing
4.938771002343856
usercpu_time_millis_testing
5.06016900180839
usercpu_time_millis_testing
4.8661889995855745
usercpu_time_millis
2695.879496000998
usercpu_time_millis
2644.093781003903
usercpu_time_millis
2642.1341620007297
usercpu_time_millis
2660.2160620022914
usercpu_time_millis
2642.865461999463
usercpu_time_millis
2646.9338610004343
usercpu_time_millis
2682.391815003939
usercpu_time_millis
2638.2576920041174
usercpu_time_millis
2631.6755680018105
usercpu_time_millis
2636.848464997456
predictive_accuracy
0.42567567567567566
predictive_accuracy
0.42567567567567566
predictive_accuracy
0.42567567567567566
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.42857142857142855
predictive_accuracy
0.4217687074829932