Tag Coefficient Debug: ENGLISH BOOKS

Fold 3 - Understanding why coefficient 20767 was selected

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Summary

Tag: ENGLISH BOOKS

Selected Coefficient: 20767

Taxonomy Path: 17.1.3

Taxonomy Name:

Products with this tag: 5

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?
207670.00000017.1.33.1.17 (3*83^2 + 83 + 17)Yes

Products with this Tag

These are the training products that have the "ENGLISH BOOKS" tag (processing sequence 1006). 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
2432The Academization of Art. A Practice Approach to the Early Histories of the Accademia del Disegno and the Accademia di San Luca20767none0none
2434The Epirus of Kings. A Landscape of Power20767none0none
3257The Latin Inscriptions of Medici Florence. Piety and Propaganda, Civic Pride and the Classical Past20767none0none
3258The recruiting power of Christianity20767none0none
3260The State of the Samnites20767none0none