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
"mae"
9667
init
null
9667
learning_rate
9.988797318844547e-05
9667
loss
"deviance"
9667
max_depth
8
9667
max_features
0.7359299203518
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.6933151714817495
9667
min_impurity_split
null
9667
min_samples_leaf
11
9667
min_samples_split
20
9667
min_weight_fraction_leaf
0.18667010629305558
9667
n_estimators
466
9667
n_iter_no_change
1466
9667
presort
"auto"
9667
random_state
40760
9667
subsample
0.300507210534008
9667
tol
0.00036386002282050506
9667
validation_fraction
0.07271026615751064
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
390246.72274299996
usercpu_time_millis_training
395447.364923
usercpu_time_millis_training
393609.7524429999
usercpu_time_millis_training
387857.95025400014
usercpu_time_millis_training
387090.52013400017
usercpu_time_millis_training
385873.92167000007
usercpu_time_millis_training
386497.42491100007
usercpu_time_millis_training
386409.6438790002
usercpu_time_millis_training
384855.257274
usercpu_time_millis_training
385036.54644200014
usercpu_time_millis_testing
32.75422600000866
usercpu_time_millis_testing
31.44837499996811
usercpu_time_millis_testing
28.336667999838028
usercpu_time_millis_testing
27.57266499997968
usercpu_time_millis_testing
29.186986000240722
usercpu_time_millis_testing
28.021647000059602
usercpu_time_millis_testing
29.74860099993748
usercpu_time_millis_testing
29.313473000001977
usercpu_time_millis_testing
28.591358000085165
usercpu_time_millis_testing
27.9475629999979
usercpu_time_millis
390279.47696899995
usercpu_time_millis
395478.81329799996
usercpu_time_millis
393638.0891109998
usercpu_time_millis
387885.5229190001
usercpu_time_millis
387119.7071200004
usercpu_time_millis
385901.9433170001
usercpu_time_millis
386527.173512
usercpu_time_millis
386438.95735200023
usercpu_time_millis
384883.84863200004
usercpu_time_millis
385064.49400500016
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