9983
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]}}, {"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
0.008450267356125375
9667
loss
"deviance"
9667
max_depth
3
9667
max_features
0.4524419153287036
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.5720450011377862
9667
min_impurity_split
null
9667
min_samples_leaf
18
9667
min_samples_split
14
9667
min_weight_fraction_leaf
0.049346694074198505
9667
n_estimators
459
9667
n_iter_no_change
1672
9667
presort
"auto"
9667
random_state
18722
9667
subsample
0.7827750462691007
9667
tol
0.07246260029162718
9667
validation_fraction
0.7975657164605423
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
1439.930821004964
usercpu_time_millis_training
1341.2027719969046
usercpu_time_millis_training
1345.086852001259
usercpu_time_millis_training
1356.4976269990439
usercpu_time_millis_training
1356.7398480008706
usercpu_time_millis_training
1353.806514001917
usercpu_time_millis_training
1351.7447159974836
usercpu_time_millis_training
1368.9284030042472
usercpu_time_millis_training
1355.6511829956435
usercpu_time_millis_training
1366.2829609966138
usercpu_time_millis_testing
13.112505999743007
usercpu_time_millis_testing
12.79547900048783
usercpu_time_millis_testing
13.018383004236966
usercpu_time_millis_testing
13.356110997847281
usercpu_time_millis_testing
13.695228997676168
usercpu_time_millis_testing
13.335396004549693
usercpu_time_millis_testing
13.6510480006109
usercpu_time_millis_testing
13.567497000622097
usercpu_time_millis_testing
12.995877004868817
usercpu_time_millis_testing
13.413483997283038
usercpu_time_millis
1453.043327004707
usercpu_time_millis
1353.9982509973925
usercpu_time_millis
1358.105235005496
usercpu_time_millis
1369.8537379968911
usercpu_time_millis
1370.4350769985467
usercpu_time_millis
1367.1419100064668
usercpu_time_millis
1365.3957639980945
usercpu_time_millis
1382.4959000048693
usercpu_time_millis
1368.6470600005123
usercpu_time_millis
1379.6964449938969
predictive_accuracy
0.7516688918558078
predictive_accuracy
0.7383177570093458
predictive_accuracy
0.7510013351134847
predictive_accuracy
0.7349799732977303
predictive_accuracy
0.7496662216288384
predictive_accuracy
0.7516688918558078
predictive_accuracy
0.7409879839786382
predictive_accuracy
0.7363150867823764
predictive_accuracy
0.7489986648865153
predictive_accuracy
0.7283044058744993