146606
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]}}, {"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
"friedman_mse"
9667
init
null
9667
learning_rate
1.1150820279112807e-05
9667
loss
"deviance"
9667
max_depth
11
9667
max_features
0.8669141943294061
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.4470825455553231
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min_impurity_split
null
9667
min_samples_leaf
19
9667
min_samples_split
17
9667
min_weight_fraction_leaf
0.10245915172239167
9667
n_estimators
874
9667
n_iter_no_change
1785
9667
presort
"auto"
9667
random_state
65212
9667
subsample
0.0835726257485554
9667
tol
0.0005729466508071502
9667
validation_fraction
0.948799678104827
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verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
9459.92333200411
usercpu_time_millis_training
9405.130161998386
usercpu_time_millis_training
9436.039994005114
usercpu_time_millis_training
9477.654125999834
usercpu_time_millis_training
9438.104262997513
usercpu_time_millis_training
9426.491095997335
usercpu_time_millis_training
9435.095196997281
usercpu_time_millis_training
9412.603351003781
usercpu_time_millis_training
9416.136605999782
usercpu_time_millis_training
9446.321623996482
usercpu_time_millis_testing
221.74802600056864
usercpu_time_millis_testing
221.88603899849113
usercpu_time_millis_testing
223.36034899490187
usercpu_time_millis_testing
222.81889100122498
usercpu_time_millis_testing
222.49030900275102
usercpu_time_millis_testing
222.57414100022288
usercpu_time_millis_testing
222.89690100296866
usercpu_time_millis_testing
223.24951799964765
usercpu_time_millis_testing
223.12980900460389
usercpu_time_millis_testing
221.92239799915114
usercpu_time_millis
9681.671358004678
usercpu_time_millis
9627.016200996877
usercpu_time_millis
9659.400343000016
usercpu_time_millis
9700.473017001059
usercpu_time_millis
9660.594572000264
usercpu_time_millis
9649.065236997558
usercpu_time_millis
9657.99209800025
usercpu_time_millis
9635.852869003429
usercpu_time_millis
9639.266415004386
usercpu_time_millis
9668.244021995633
predictive_accuracy
0.528505864354921
predictive_accuracy
0.528505864354921
predictive_accuracy
0.528505864354921
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155
predictive_accuracy
0.528607853136155