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Publish validated PolyILR reproduction logbook
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"Theorem 4.1 proves the constructed matrix V for the PolyILR basis satisfies the contrast property V^T 1 = 0 and orthonormality V^T V = I_{d-1}, making the map φ(x) = V^T log x an isometry (Section 4.2, Theorem 4.1).",
"Proposition 4.2 establishes that PolyILR produces a unique, canonical orthonormal basis for any given tree topology, with the original tree recoverable from the basis's clade support structure (Section 4.3, Proposition 4.2).",
"Algorithm 1 constructs the PolyILR basis by applying weighted Helmert contrasts with Gram-Schmidt orthogonalization at each internal node in depth-first order, then spreading local contrasts to a global leaf-indexed basis by dividing by descendant counts (Section 4.2, Algorithm 1).",
"Unlike PhILR, PolyILR respects the original polytomous tree topology directly without requiring artificial binarization of multifurcating nodes (Figure 1, Section 2).",
"Proposition 7.1 shows the logit-space quotient ℒ is isomorphic to the Aitchison tangent space ℋ, so centered logits equal CLR coordinates (Section 7, Proposition 7.1).",
"The method is validated on the HMP, cMD3, and DISCO microbiome/single-cell datasets, demonstrating stable feature selection and interpretable tree-level (clade) importance aggregation (Section 6, Tables 2-6)."
]