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This cross-check ensures that the numerical interaction ranking aligns with visually interpretable patterns

Start from the pairs with large interaction sums of squares in Table 9, verify that their panels show clearly non-parallel or crossing lines

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CUBE: Contrastive Understanding by Balanced Experiments

cs.LG · 2025-09-13 · unverdicted · novelty 7.0

CUBE uses balanced factorial probes on black-box predictors to compute main effects and pairwise interactions as controlled contrasts within a user-specified explanation region on tabular tasks.

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  • CUBE: Contrastive Understanding by Balanced Experiments cs.LG · 2025-09-13 · unverdicted · none · ref 12

    CUBE uses balanced factorial probes on black-box predictors to compute main effects and pairwise interactions as controlled contrasts within a user-specified explanation region on tabular tasks.