Checking for modeling pitfalls and remediation#
Examples for each automated check. Each script reproduces a check, and walks through fixes described in Automated checks.
SKD007 - MDI feature importance is biased for high-cardinality features
SKD007 - MDI feature importance is biased for high-cardinality features
SKD011 & SKD012 - Golden feature and useless features
SKD011 & SKD012 - Golden feature and useless features
