125923
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]}}, {"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
"mae"
9667
init
null
9667
learning_rate
0.008550858740505604
9667
loss
"deviance"
9667
max_depth
29
9667
max_features
0.38791336464073534
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.7657638826056277
9667
min_impurity_split
null
9667
min_samples_leaf
19
9667
min_samples_split
5
9667
min_weight_fraction_leaf
0.2137387780860605
9667
n_estimators
1577
9667
n_iter_no_change
1528
9667
presort
"auto"
9667
random_state
44850
9667
subsample
0.69529091043633
9667
tol
0.025603186376860723
9667
validation_fraction
0.67831070668847
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
1187.3550310010614
usercpu_time_millis_training
1119.856934001291
usercpu_time_millis_training
1158.0215970025165
usercpu_time_millis_training
1133.6346819989558
usercpu_time_millis_training
1117.5885730008304
usercpu_time_millis_training
1117.135517000861
usercpu_time_millis_training
1111.2119690005784
usercpu_time_millis_training
1112.079795999307
usercpu_time_millis_training
1114.680602997396
usercpu_time_millis_training
1113.1123329978436
usercpu_time_millis_testing
1.465901001211023
usercpu_time_millis_testing
1.9486150013108272
usercpu_time_millis_testing
1.9755120010813698
usercpu_time_millis_testing
1.3843320011801552
usercpu_time_millis_testing
1.547927997307852
usercpu_time_millis_testing
1.3400570023804903
usercpu_time_millis_testing
1.5832000026421156
usercpu_time_millis_testing
1.3425270008156076
usercpu_time_millis_testing
1.4892879989929497
usercpu_time_millis_testing
1.3612559996545315
usercpu_time_millis
1188.8209320022725
usercpu_time_millis
1121.8055490026018
usercpu_time_millis
1159.9971090035979
usercpu_time_millis
1135.019014000136
usercpu_time_millis
1119.1365009981382
usercpu_time_millis
1118.4755740032415
usercpu_time_millis
1112.7951690032205
usercpu_time_millis
1113.4223230001226
usercpu_time_millis
1116.1698909963889
usercpu_time_millis
1114.4735889974982
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5507246376811594
predictive_accuracy
0.5652173913043478
predictive_accuracy
0.5652173913043478
predictive_accuracy
0.5652173913043478