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
0.01604323830335624
9667
loss
"deviance"
9667
max_depth
25
9667
max_features
0.8557624892935637
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max_leaf_nodes
null
9667
min_impurity_decrease
0.3915638084888867
9667
min_impurity_split
null
9667
min_samples_leaf
6
9667
min_samples_split
8
9667
min_weight_fraction_leaf
0.04071570486271198
9667
n_estimators
734
9667
n_iter_no_change
1179
9667
presort
"auto"
9667
random_state
28008
9667
subsample
0.8917744391680493
9667
tol
0.024869031325301907
9667
validation_fraction
0.3087291006104401
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
2213088.735851001
usercpu_time_millis_training
2213185.6274889978
usercpu_time_millis_training
2211403.052919999
usercpu_time_millis_training
2209298.624776002
usercpu_time_millis_training
2214693.7750100004
usercpu_time_millis_training
2214327.9564299993
usercpu_time_millis_training
2207869.1038219985
usercpu_time_millis_training
2210891.1465389975
usercpu_time_millis_training
2167631.878255001
usercpu_time_millis_training
2126434.9189049974
usercpu_time_millis_testing
38.520411999343196
usercpu_time_millis_testing
43.261045997496694
usercpu_time_millis_testing
35.206876000302145
usercpu_time_millis_testing
41.13097699882928
usercpu_time_millis_testing
39.96849400209612
usercpu_time_millis_testing
42.907140999886906
usercpu_time_millis_testing
44.549066995386966
usercpu_time_millis_testing
39.94022300321376
usercpu_time_millis_testing
35.40654700191226
usercpu_time_millis_testing
33.57913200306939
usercpu_time_millis
2213127.2562630004
usercpu_time_millis
2213228.8885349953
usercpu_time_millis
2211438.2597959996
usercpu_time_millis
2209339.7557530007
usercpu_time_millis
2214733.7435040027
usercpu_time_millis
2214370.8635709994
usercpu_time_millis
2207913.6528889937
usercpu_time_millis
2210931.086762001
usercpu_time_millis
2167667.284802003
usercpu_time_millis
2126468.4980370007
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625