20
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memory
null
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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"}}]
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n_jobs
null
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remainder
"passthrough"
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sparse_threshold
0.3
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transformer_weights
null
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transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": []}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "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, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239]}}]
9606
memory
null
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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
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copy
true
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missing_values
"NaN"
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strategy
"mean"
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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"
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verbose
0
9559
categorical_features
null
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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
"mae"
9667
init
null
9667
learning_rate
0.0006311169907039742
9667
loss
"deviance"
9667
max_depth
11
9667
max_features
0.2921883014508394
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max_leaf_nodes
null
9667
min_impurity_decrease
0.21449206762270623
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min_impurity_split
null
9667
min_samples_leaf
19
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min_samples_split
15
9667
min_weight_fraction_leaf
0.20197902849790528
9667
n_estimators
118
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n_iter_no_change
81
9667
presort
"auto"
9667
random_state
26439
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subsample
0.9950285631038763
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tol
6.413277715785036e-05
9667
validation_fraction
0.46650507153698306
9667
verbose
0
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warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
187046.73871100022
usercpu_time_millis_training
186692.30920299923
usercpu_time_millis_training
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usercpu_time_millis_training
187870.34327699983
usercpu_time_millis_training
186593.14880199963
usercpu_time_millis_training
186385.0491840003
usercpu_time_millis_training
186486.81640499854
usercpu_time_millis_training
185571.0852709999
usercpu_time_millis_training
186994.96203700075
usercpu_time_millis_training
186373.37546799972
usercpu_time_millis_testing
33.49073500066879
usercpu_time_millis_testing
33.39776400025585
usercpu_time_millis_testing
33.67973900094512
usercpu_time_millis_testing
33.520433000376215
usercpu_time_millis_testing
33.70700699997542
usercpu_time_millis_testing
33.634446999712964
usercpu_time_millis_testing
34.27517000091029
usercpu_time_millis_testing
31.198536000374588
usercpu_time_millis_testing
33.846006999738165
usercpu_time_millis_testing
33.64446500017948
usercpu_time_millis
187080.22944600089
usercpu_time_millis
186725.70696699948
usercpu_time_millis
188354.55832499973
usercpu_time_millis
187903.8637100002
usercpu_time_millis
186626.85580899962
usercpu_time_millis
186418.683631
usercpu_time_millis
186521.09157499945
usercpu_time_millis
185602.28380700026
usercpu_time_millis
187028.80804400047
usercpu_time_millis
186407.01993299992
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1