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
"friedman_mse"
9667
init
null
9667
learning_rate
0.0007701315046645429
9667
loss
"deviance"
9667
max_depth
31
9667
max_features
0.41735836482420463
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.6459780779804463
9667
min_impurity_split
null
9667
min_samples_leaf
18
9667
min_samples_split
6
9667
min_weight_fraction_leaf
0.293715895978856
9667
n_estimators
1390
9667
n_iter_no_change
645
9667
presort
"auto"
9667
random_state
35919
9667
subsample
0.2549123571348185
9667
tol
0.008207594493437696
9667
validation_fraction
0.422763414452468
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
11766.19734400083
usercpu_time_millis_training
11665.956050001114
usercpu_time_millis_training
11728.58754200206
usercpu_time_millis_training
11652.076054000645
usercpu_time_millis_training
11691.544466000778
usercpu_time_millis_training
11681.027688999166
usercpu_time_millis_training
11803.696340997703
usercpu_time_millis_training
11709.09185200071
usercpu_time_millis_training
11802.30036699868
usercpu_time_millis_training
11770.900815001369
usercpu_time_millis_testing
11.940942000364885
usercpu_time_millis_testing
12.027578999550315
usercpu_time_millis_testing
12.056928000674816
usercpu_time_millis_testing
11.949677002121462
usercpu_time_millis_testing
12.215699996886542
usercpu_time_millis_testing
11.991164003120502
usercpu_time_millis_testing
12.443191000784282
usercpu_time_millis_testing
12.990740000532242
usercpu_time_millis_testing
12.201176999951713
usercpu_time_millis_testing
11.83440200111363
usercpu_time_millis
11778.138286001195
usercpu_time_millis
11677.983629000664
usercpu_time_millis
11740.644470002735
usercpu_time_millis
11664.025731002766
usercpu_time_millis
11703.760165997664
usercpu_time_millis
11693.018853002286
usercpu_time_millis
11816.139531998488
usercpu_time_millis
11722.082592001243
usercpu_time_millis
11814.501543998631
usercpu_time_millis
11782.735217002482
predictive_accuracy
0.2857142857142857
predictive_accuracy
0.28214285714285714
predictive_accuracy
0.3
predictive_accuracy
0.3107142857142857
predictive_accuracy
0.2714285714285714
predictive_accuracy
0.3
predictive_accuracy
0.33691756272401435
predictive_accuracy
0.2867383512544803
predictive_accuracy
0.31899641577060933
predictive_accuracy
0.3010752688172043