Correlation Table
Document Required
Description
Pairwise correlation/covariance values (with significance) between candidate features and Y, ranking candidate feature-Y relationships for validation in the ACE workflow.
Metadata
- Type:
- Document
- Required:
- Yes
- Created:
- Sep 18, 2026
- Updated:
- Sep 18, 2026
Producer Activity
Compute correlation/covariance and significance between features and Y
Explore and Engineer Features
Consumer Activities 1
-
Interpret correlation with p-value and rule out spurious relationships
Assess Information Gain and Conclude Required