9954
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, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]}}, {"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
"mae"
9667
init
null
9667
learning_rate
0.008193724189874926
9667
loss
"deviance"
9667
max_depth
20
9667
max_features
0.26078517273469504
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.6072040534655364
9667
min_impurity_split
null
9667
min_samples_leaf
5
9667
min_samples_split
17
9667
min_weight_fraction_leaf
0.060239911834649496
9667
n_estimators
281
9667
n_iter_no_change
1233
9667
presort
"auto"
9667
random_state
42726
9667
subsample
0.5761594172427672
9667
tol
1.055860816048024e-05
9667
validation_fraction
0.5942254453175938
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
77675.879678
usercpu_time_millis_training
77762.57430899977
usercpu_time_millis_training
78813.84186999958
usercpu_time_millis_training
77948.51497400031
usercpu_time_millis_training
78081.15102300007
usercpu_time_millis_training
77842.56347199972
usercpu_time_millis_training
77744.84604299959
usercpu_time_millis_training
77793.87533499993
usercpu_time_millis_training
77673.68927999996
usercpu_time_millis_training
77887.63463999976
usercpu_time_millis_testing
18.5878639999828
usercpu_time_millis_testing
16.52379100005419
usercpu_time_millis_testing
15.387019999707263
usercpu_time_millis_testing
17.574641999999585
usercpu_time_millis_testing
15.121424999961164
usercpu_time_millis_testing
18.795871999827796
usercpu_time_millis_testing
18.700906000049144
usercpu_time_millis_testing
15.06831599999714
usercpu_time_millis_testing
17.28376799974285
usercpu_time_millis_testing
14.988145000188524
usercpu_time_millis
77694.46754199998
usercpu_time_millis
77779.09809999983
usercpu_time_millis
78829.22888999929
usercpu_time_millis
77966.0896160003
usercpu_time_millis
78096.27244800003
usercpu_time_millis
77861.35934399955
usercpu_time_millis
77763.54694899963
usercpu_time_millis
77808.94365099992
usercpu_time_millis
77690.97304799971
usercpu_time_millis
77902.62278499994
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125