Feature Intelligence

Compute Pearson, Spearman, VIF, PCA, Mutual Information, and ANOVA scores for your dataset.

Configuration

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CSV, XLS, XLSX · Max 5MB

Unlocks Mutual Information and ANOVA F-scores.

Metric Reference

VIF > 5: Multicollinear — consider dropping.

PCA Loading: Contribution to 1st principal component.

Redundancy: Blend of avg correlation + VIF. Higher = more redundant.

Mutual Info: Non-linear predictive power vs target.

ANOVA F: Linear predictive power vs target.

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