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
"mse"
9667
init
null
9667
learning_rate
0.0001280046303736111
9667
loss
"deviance"
9667
max_depth
7
9667
max_features
0.10886196627240408
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.5365329190607799
9667
min_impurity_split
null
9667
min_samples_leaf
2
9667
min_samples_split
18
9667
min_weight_fraction_leaf
0.36955923715560074
9667
n_estimators
405
9667
n_iter_no_change
892
9667
presort
"auto"
9667
random_state
46282
9667
subsample
0.9566391134359167
9667
tol
2.4835646747630157e-05
9667
validation_fraction
0.28695859118050826
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
45888.519534000014
usercpu_time_millis_training
45704.48649399998
usercpu_time_millis_training
46202.65673000006
usercpu_time_millis_training
46009.993743999985
usercpu_time_millis_training
45717.6546799999
usercpu_time_millis_training
45560.271231000115
usercpu_time_millis_training
45704.656201000034
usercpu_time_millis_training
45550.431201000036
usercpu_time_millis_training
45723.21364899995
usercpu_time_millis_training
45523.94480499993
usercpu_time_millis_testing
22.894655999948554
usercpu_time_millis_testing
23.004249999985404
usercpu_time_millis_testing
21.651127000041015
usercpu_time_millis_testing
21.927516999994623
usercpu_time_millis_testing
24.395701999992525
usercpu_time_millis_testing
27.12765799992667
usercpu_time_millis_testing
29.32400399981816
usercpu_time_millis_testing
21.616980999851876
usercpu_time_millis_testing
22.69791300000179
usercpu_time_millis_testing
22.766560000036407
usercpu_time_millis
45911.41418999996
usercpu_time_millis
45727.490743999966
usercpu_time_millis
46224.3078570001
usercpu_time_millis
46031.92126099998
usercpu_time_millis
45742.05038199989
usercpu_time_millis
45587.39888900004
usercpu_time_millis
45733.980204999854
usercpu_time_millis
45572.04818199989
usercpu_time_millis
45745.91156199995
usercpu_time_millis
45546.71136499997
predictive_accuracy
0.00625
predictive_accuracy
0.00625
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