-
Notifications
You must be signed in to change notification settings - Fork 234
/
azure.mgmt.machinelearningservices.models.StackMetaLearnerType.yml
41 lines (36 loc) · 1.8 KB
/
azure.mgmt.machinelearningservices.models.StackMetaLearnerType.yml
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
### YamlMime:PythonEnum
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType
name: StackMetaLearnerType
fullName: azure.mgmt.machinelearningservices.models.StackMetaLearnerType
summary: 'The meta-learner is a model trained on the output of the individual heterogeneous
models.
Default meta-learners are LogisticRegression for classification tasks (or LogisticRegressionCV
if cross-validation is enabled) and ElasticNet for regression/forecasting tasks
(or
ElasticNetCV if cross-validation is enabled).
This parameter can be one of the following strings: LogisticRegression, LogisticRegressionCV,
LightGBMClassifier, ElasticNet, ElasticNetCV, LightGBMRegressor, or LinearRegression.'
module: azure.mgmt.machinelearningservices.models
constructor:
syntax: StackMetaLearnerType(value, names=None, *, module=None, qualname=None, type=None,
start=1, boundary=None)
inheritances:
- builtins.str
- enum.Enum
fields:
- name: ELASTIC_NET
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.ELASTIC_NET
- name: ELASTIC_NET_CV
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.ELASTIC_NET_CV
- name: LOGISTIC_REGRESSION
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.LOGISTIC_REGRESSION
- name: LOGISTIC_REGRESSION_CV
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.LOGISTIC_REGRESSION_CV
- name: LIGHT_GBM_CLASSIFIER
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.LIGHT_GBM_CLASSIFIER
- name: LIGHT_GBM_REGRESSOR
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.LIGHT_GBM_REGRESSOR
- name: LINEAR_REGRESSION
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.LINEAR_REGRESSION
- name: NONE
uid: azure.mgmt.machinelearningservices.models.StackMetaLearnerType.NONE