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HyperANFIS boosts predictive accuracy and rule quality by leveraging hyperbolic geometry, outperforming traditional ANFIS models.
Reducing parameter redundancy in KANs, HYDRA achieves superior predictive performance while enhancing interpretability in hyperbolic spaces.