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Dr. Elijah revealed that the strange events in Willow Creek were not random occurrences but rather a manifestation of his research. He had created a device that could manipulate the fabric of reality, but it had gotten out of control. The device was generating an energy field that was affecting the town. The device was generating an energy field that
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– Emphasizes the flexibility of the PPV term, suggesting it can be swapped for other predictive metrics (e.g., NPV, F1). The authors also note potential extensions to hierarchical and online clustering.
– Alternating updates of U and C using Lagrange multipliers, with a closed‑form solution for U that incorporates PPV gradients. Convergence is proved under mild conditions (λ < λ_max).