Tag Coefficient Debug: SHELF

Fold 2 - Understanding why coefficient -5797806 was selected

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Summary

Tag: SHELF

Selected Coefficient: -5797806

Taxonomy Path: -75.77.59.11

Taxonomy Name:

Products with this tag: 1

Unique residual values tried: 1

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
-57978060.000000-75.77.59.11-11.59.77.75 (-(11*79^3 + 59*79^2 + 77*79 + 75))Yes

Products with this Tag

These are the training products that have the "SHELF" tag (processing sequence 2581). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
10874XL Real Rare Chambered Polished Pearl Nautilus Shell - Half-5797806BEDROOM0none