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
"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
"friedman_mse"
9667
init
null
9667
learning_rate
0.0014364924857885911
9667
loss
"deviance"
9667
max_depth
17
9667
max_features
0.3833831123575948
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.4718950579470955
9667
min_impurity_split
null
9667
min_samples_leaf
9
9667
min_samples_split
4
9667
min_weight_fraction_leaf
0.45906008497900797
9667
n_estimators
826
9667
n_iter_no_change
842
9667
presort
"auto"
9667
random_state
60328
9667
subsample
0.3148824052637679
9667
tol
3.487646740926197e-05
9667
validation_fraction
0.7080330208263573
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
59545.18346900022
usercpu_time_millis_training
59523.821406000025
usercpu_time_millis_training
59577.994417999886
usercpu_time_millis_training
59824.173876000714
usercpu_time_millis_training
59691.479375999734
usercpu_time_millis_training
59568.445093000264
usercpu_time_millis_training
59515.313966000576
usercpu_time_millis_training
59589.22448700014
usercpu_time_millis_training
59539.39527700004
usercpu_time_millis_training
59808.17246300012
usercpu_time_millis_testing
39.66558100000839
usercpu_time_millis_testing
39.06707199985249
usercpu_time_millis_testing
39.792180999938864
usercpu_time_millis_testing
39.393445999849064
usercpu_time_millis_testing
39.85478699996747
usercpu_time_millis_testing
39.40374800004065
usercpu_time_millis_testing
39.44597600002453
usercpu_time_millis_testing
39.474972999414604
usercpu_time_millis_testing
39.672355000220705
usercpu_time_millis_testing
39.363324999612814
usercpu_time_millis
59584.84905000023
usercpu_time_millis
59562.88847799988
usercpu_time_millis
59617.786598999824
usercpu_time_millis
59863.56732200056
usercpu_time_millis
59731.3341629997
usercpu_time_millis
59607.848841000305
usercpu_time_millis
59554.7599420006
usercpu_time_millis
59628.69945999955
usercpu_time_millis
59579.06763200026
usercpu_time_millis
59847.53578799973
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
predictive_accuracy
0.0125
predictive_accuracy
0.0125