14967
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": [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]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 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
2.727849001614195e-05
9667
loss
"deviance"
9667
max_depth
7
9667
max_features
0.43980550906645155
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.18273271936933333
9667
min_impurity_split
null
9667
min_samples_leaf
2
9667
min_samples_split
8
9667
min_weight_fraction_leaf
0.049410790802261795
9667
n_estimators
67
9667
n_iter_no_change
1711
9667
presort
"auto"
9667
random_state
17004
9667
subsample
0.019027632778481518
9667
tol
3.568577269831713e-05
9667
validation_fraction
0.7776434886130498
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
352.90716600138694
usercpu_time_millis_training
344.88119399975403
usercpu_time_millis_training
322.7934339993226
usercpu_time_millis_training
325.174549001531
usercpu_time_millis_training
324.7619939975266
usercpu_time_millis_training
323.77114799965057
usercpu_time_millis_training
323.699486998521
usercpu_time_millis_training
326.4018589979969
usercpu_time_millis_training
319.8667530014063
usercpu_time_millis_training
319.8505450018274
usercpu_time_millis_testing
2.971884998260066
usercpu_time_millis_testing
2.802235998387914
usercpu_time_millis_testing
2.7370509997126646
usercpu_time_millis_testing
2.8601400008483324
usercpu_time_millis_testing
2.90282300193212
usercpu_time_millis_testing
2.684333001525374
usercpu_time_millis_testing
2.804028998070862
usercpu_time_millis_testing
2.8547200017783325
usercpu_time_millis_testing
2.671407000889303
usercpu_time_millis_testing
2.746007998212008
usercpu_time_millis
355.879050999647
usercpu_time_millis
347.68342999814195
usercpu_time_millis
325.53048499903525
usercpu_time_millis
328.0346890023793
usercpu_time_millis
327.6648169994587
usercpu_time_millis
326.45548100117594
usercpu_time_millis
326.5035159965919
usercpu_time_millis
329.25657899977523
usercpu_time_millis
322.5381600022956
usercpu_time_millis
322.5965530000394
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824