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
"most_frequent"
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
0.028092570840831672
9667
loss
"deviance"
9667
max_depth
14
9667
max_features
0.8226909146824254
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max_leaf_nodes
null
9667
min_impurity_decrease
0.7683182194174162
9667
min_impurity_split
null
9667
min_samples_leaf
16
9667
min_samples_split
6
9667
min_weight_fraction_leaf
0.44140220159339444
9667
n_estimators
1898
9667
n_iter_no_change
1596
9667
presort
"auto"
9667
random_state
60402
9667
subsample
0.9440704706892343
9667
tol
0.007393201653470867
9667
validation_fraction
0.2452424591732143
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
315524.15918999986
usercpu_time_millis_training
325565.7948840001
usercpu_time_millis_training
313510.15426999994
usercpu_time_millis_training
304490.21066199976
usercpu_time_millis_training
302477.5707660001
usercpu_time_millis_training
302187.51714699966
usercpu_time_millis_training
302404.2095229997
usercpu_time_millis_training
301517.51249500015
usercpu_time_millis_training
299628.0570839999
usercpu_time_millis_training
299383.2856449999
usercpu_time_millis_testing
121.49942900009592
usercpu_time_millis_testing
96.63015299997824
usercpu_time_millis_testing
111.5119460000642
usercpu_time_millis_testing
115.13313599971298
usercpu_time_millis_testing
118.88626400013891
usercpu_time_millis_testing
93.90009499975349
usercpu_time_millis_testing
96.88653400007752
usercpu_time_millis_testing
85.17663199972958
usercpu_time_millis_testing
86.57971000002362
usercpu_time_millis_testing
106.5362039998945
usercpu_time_millis
315645.65861899994
usercpu_time_millis
325662.4250370001
usercpu_time_millis
313621.666216
usercpu_time_millis
304605.3437979995
usercpu_time_millis
302596.4570300002
usercpu_time_millis
302281.4172419994
usercpu_time_millis
302501.09605699976
usercpu_time_millis
301602.6891269999
usercpu_time_millis
299714.63679399993
usercpu_time_millis
299489.82184899977
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
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625