Xu Yang created FLINK-13834:
-------------------------------
Summary: Add class for PolynomialExpansionMapper
Key: FLINK-13834
URL:
https://issues.apache.org/jira/browse/FLINK-13834 Project: Flink
Issue Type: Sub-task
Components: Library / Machine Learning
Reporter: Xu Yang
Polynomial expansion is the process of expanding your features into a polynomial space, which is formulated by an n-degree combination of original dimensions. Take a 2-variable feature vector as an example: (x, y), if we want to expand it with degree 2, then we get (x, x * x, y, x * y, y * y).
* Add PolynomialExpansionMapper for the operation of the vector polynomial expansion.
* Add VectorPolynomialExpandParams for the parameters of PolynomialExpansionMapper.
* Add PolynomialExpansionMapperTest for the test example.
--
This message was sent by Atlassian Jira
(v8.3.2#803003)