37
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]}}, {"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
"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
0.009328539816577759
9667
loss
"deviance"
9667
max_depth
18
9667
max_features
0.9464666076631936
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.49219181179054283
9667
min_impurity_split
null
9667
min_samples_leaf
10
9667
min_samples_split
10
9667
min_weight_fraction_leaf
0.43788237684460685
9667
n_estimators
1003
9667
n_iter_no_change
1974
9667
presort
"auto"
9667
random_state
12464
9667
subsample
0.1623204440322542
9667
tol
0.00010967820335093071
9667
validation_fraction
0.49637025783095734
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
604.7860699982266
usercpu_time_millis_training
554.069227000582
usercpu_time_millis_training
547.6369809985044
usercpu_time_millis_training
540.3303610000876
usercpu_time_millis_training
537.999319996743
usercpu_time_millis_training
542.2038250035257
usercpu_time_millis_training
539.1011690007872
usercpu_time_millis_training
540.5203269983758
usercpu_time_millis_training
539.4302679997054
usercpu_time_millis_training
542.0322560021305
usercpu_time_millis_testing
1.4507140003843233
usercpu_time_millis_testing
1.3214380014687777
usercpu_time_millis_testing
1.2927409989060834
usercpu_time_millis_testing
1.2982379994355142
usercpu_time_millis_testing
1.7923819978022948
usercpu_time_millis_testing
1.3184390045353211
usercpu_time_millis_testing
1.3365390041144565
usercpu_time_millis_testing
1.2600059999385849
usercpu_time_millis_testing
1.7694249982014298
usercpu_time_millis_testing
1.4279260067269206
usercpu_time_millis
606.2367839986109
usercpu_time_millis
555.3906650020508
usercpu_time_millis
548.9297219974105
usercpu_time_millis
541.6285989995231
usercpu_time_millis
539.7917019945453
usercpu_time_millis
543.522264008061
usercpu_time_millis
540.4377080049017
usercpu_time_millis
541.7803329983144
usercpu_time_millis
541.1996929979068
usercpu_time_millis
543.4601820088574
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.6233766233766234
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.7402597402597403
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.7631578947368421
predictive_accuracy
0.6842105263157895