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
0.00010628838208455387
9667
loss
"deviance"
9667
max_depth
24
9667
max_features
0.22098912233685652
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.4326465754034422
9667
min_impurity_split
null
9667
min_samples_leaf
7
9667
min_samples_split
3
9667
min_weight_fraction_leaf
0.025216740723573994
9667
n_estimators
94
9667
n_iter_no_change
1523
9667
presort
"auto"
9667
random_state
31440
9667
subsample
0.8379145446873515
9667
tol
0.011110619573356887
9667
validation_fraction
0.6686995864654407
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
7413.013422000005
usercpu_time_millis_training
7332.387118000042
usercpu_time_millis_training
7309.274405999986
usercpu_time_millis_training
7323.466268000004
usercpu_time_millis_training
7289.665335999985
usercpu_time_millis_training
7381.780638000009
usercpu_time_millis_training
7358.099423999988
usercpu_time_millis_training
7315.722669000024
usercpu_time_millis_training
7297.6497939999945
usercpu_time_millis_training
7356.332878999979
usercpu_time_millis_testing
6.34202099996628
usercpu_time_millis_testing
6.1067720000096415
usercpu_time_millis_testing
6.322057999966546
usercpu_time_millis_testing
6.1303190000217
usercpu_time_millis_testing
8.133609999958935
usercpu_time_millis_testing
6.147261000023718
usercpu_time_millis_testing
6.48174699995252
usercpu_time_millis_testing
6.099247999941326
usercpu_time_millis_testing
6.461360000002969
usercpu_time_millis_testing
6.3281960000267645
usercpu_time_millis
7419.355442999971
usercpu_time_millis
7338.4938900000525
usercpu_time_millis
7315.596463999953
usercpu_time_millis
7329.5965870000255
usercpu_time_millis
7297.7989459999435
usercpu_time_millis
7387.927899000033
usercpu_time_millis
7364.581170999941
usercpu_time_millis
7321.821916999966
usercpu_time_millis
7304.111153999997
usercpu_time_millis
7362.661075000005
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