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
"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
"friedman_mse"
9667
init
null
9667
learning_rate
0.08677637502738217
9667
loss
"deviance"
9667
max_depth
18
9667
max_features
0.38805470419845445
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.012417939071769357
9667
min_impurity_split
null
9667
min_samples_leaf
13
9667
min_samples_split
13
9667
min_weight_fraction_leaf
0.02668161978727679
9667
n_estimators
563
9667
n_iter_no_change
164
9667
presort
"auto"
9667
random_state
25476
9667
subsample
0.6003586309373874
9667
tol
0.01288509502070441
9667
validation_fraction
0.548095823903772
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
8098.259833997872
usercpu_time_millis_training
5223.929195999517
usercpu_time_millis_training
10175.009746999422
usercpu_time_millis_training
5504.051908006659
usercpu_time_millis_training
6218.552600999828
usercpu_time_millis_training
10250.068353998358
usercpu_time_millis_training
5831.602035999822
usercpu_time_millis_training
5548.004131000198
usercpu_time_millis_training
5436.061063002853
usercpu_time_millis_training
10250.066966000304
usercpu_time_millis_testing
20.356796005216893
usercpu_time_millis_testing
15.41752499906579
usercpu_time_millis_testing
23.653832999116275
usercpu_time_millis_testing
16.304502001730725
usercpu_time_millis_testing
17.425913996703457
usercpu_time_millis_testing
23.890532000223175
usercpu_time_millis_testing
16.56877600180451
usercpu_time_millis_testing
16.886747995158657
usercpu_time_millis_testing
16.053799001383595
usercpu_time_millis_testing
24.54902700264938
usercpu_time_millis
8118.616630003089
usercpu_time_millis
5239.346720998583
usercpu_time_millis
10198.663579998538
usercpu_time_millis
5520.3564100083895
usercpu_time_millis
6235.978514996532
usercpu_time_millis
10273.958885998582
usercpu_time_millis
5848.1708120016265
usercpu_time_millis
5564.890878995357
usercpu_time_millis
5452.114862004237
usercpu_time_millis
10274.615993002953
predictive_accuracy
0.6785714285714286
predictive_accuracy
0.6607142857142857
predictive_accuracy
0.7
predictive_accuracy
0.6678571428571428
predictive_accuracy
0.6892857142857143
predictive_accuracy
0.6607142857142857
predictive_accuracy
0.6989247311827957
predictive_accuracy
0.6881720430107527
predictive_accuracy
0.6594982078853047
predictive_accuracy
0.6738351254480287