ColumnCorrelationsMetric - extension for categorial targets

[anh-le-profinit]

ColumnCorrelationsMetric as far as I know only compares a numeric column with other numeric columns, or a categorical column with other categorical columns. There can be however cases, where a categorical target is highly dependent on some numeric feature (e.g. an outcome 'A' tied to a value 0).

This relation goes unnoticed in the current metric. Do you plan to incorporate some sort of ANOVA test to make the metric more powerful? Or at least enable a binary/ordinal outcome to be treated as a numeric one to enable correlations?