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
"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
1.806727185954618e-05
9667
loss
"deviance"
9667
max_depth
31
9667
max_features
0.5641303458498433
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.7408960594760865
9667
min_impurity_split
null
9667
min_samples_leaf
2
9667
min_samples_split
5
9667
min_weight_fraction_leaf
0.28502259554459897
9667
n_estimators
665
9667
n_iter_no_change
1408
9667
presort
"auto"
9667
random_state
60196
9667
subsample
0.24355240229529607
9667
tol
0.013125579238317838
9667
validation_fraction
0.7834438333855028
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
38439.90918300551
usercpu_time_millis_training
38186.696397999185
usercpu_time_millis_training
38033.54058499826
usercpu_time_millis_training
38157.585483997536
usercpu_time_millis_training
37907.214947001194
usercpu_time_millis_training
37929.85909699928
usercpu_time_millis_training
38042.58034899976
usercpu_time_millis_training
37971.613265006454
usercpu_time_millis_training
38079.38415299577
usercpu_time_millis_training
38221.92831800203
usercpu_time_millis_testing
30.779572000028566
usercpu_time_millis_testing
36.279633997764904
usercpu_time_millis_testing
30.552973999874666
usercpu_time_millis_testing
30.542979002348147
usercpu_time_millis_testing
38.4586060026777
usercpu_time_millis_testing
30.96803100197576
usercpu_time_millis_testing
30.723242001840845
usercpu_time_millis_testing
30.510026997944806
usercpu_time_millis_testing
30.448525001702365
usercpu_time_millis_testing
35.5181819977588
usercpu_time_millis
38470.68875500554
usercpu_time_millis
38222.97603199695
usercpu_time_millis
38064.09355899814
usercpu_time_millis
38188.128462999885
usercpu_time_millis
37945.67355300387
usercpu_time_millis
37960.827128001256
usercpu_time_millis
38073.303591001604
usercpu_time_millis
38002.1232920044
usercpu_time_millis
38109.832677997474
usercpu_time_millis
38257.44649999979
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
predictive_accuracy
0.01875
predictive_accuracy
0.01875