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
"median"
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
"mae"
9667
init
null
9667
learning_rate
0.02906530494684237
9667
loss
"deviance"
9667
max_depth
5
9667
max_features
0.38743012079028616
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.874106402383857
9667
min_impurity_split
null
9667
min_samples_leaf
4
9667
min_samples_split
18
9667
min_weight_fraction_leaf
0.06253704421863288
9667
n_estimators
125
9667
n_iter_no_change
1590
9667
presort
"auto"
9667
random_state
5527
9667
subsample
0.6434943062764374
9667
tol
0.0010346426187738931
9667
validation_fraction
0.06713135295165262
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
178706.816503
usercpu_time_millis_training
178588.21258899997
usercpu_time_millis_training
179412.12418900005
usercpu_time_millis_training
178437.17953299996
usercpu_time_millis_training
177634.709209
usercpu_time_millis_training
175372.69252700004
usercpu_time_millis_training
175007.101357
usercpu_time_millis_training
176395.61828899992
usercpu_time_millis_training
176179.904673
usercpu_time_millis_training
175227.622418
usercpu_time_millis_testing
11.31360599998743
usercpu_time_millis_testing
11.289451000038753
usercpu_time_millis_testing
11.390353000024334
usercpu_time_millis_testing
10.15043200004584
usercpu_time_millis_testing
8.717516999922736
usercpu_time_millis_testing
9.929561000035392
usercpu_time_millis_testing
11.006975000100283
usercpu_time_millis_testing
9.911840000086158
usercpu_time_millis_testing
11.310460999993666
usercpu_time_millis_testing
10.734365999951478
usercpu_time_millis
178718.130109
usercpu_time_millis
178599.50204000002
usercpu_time_millis
179423.51454200008
usercpu_time_millis
178447.329965
usercpu_time_millis
177643.42672599992
usercpu_time_millis
175382.62208800006
usercpu_time_millis
175018.10833200012
usercpu_time_millis
176405.530129
usercpu_time_millis
176191.215134
usercpu_time_millis
175238.35678399997
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
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625