Fold 4 - Understanding why coefficient 15211 was selected
Tag: ENGLISH BOOKS
Selected Coefficient: 15211
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 15211 | 0.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | Yes |
These are the training products that have the "ENGLISH BOOKS" tag (processing sequence 691). 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 |
|---|---|---|---|---|---|---|---|
| 2432 | The Academization of Art. A Practice Approach to the Early Histories of the Accademia del Disegno and the Accademia di San Luca | 15211 | Media > Books > Print Books | none | 0 | none | |
| 3256 | The funerary inscriptions of Hellenistic Perusia | 15211 | Media > Books > Print Books | none | 0 | none | |
| 3257 | The Latin Inscriptions of Medici Florence. Piety and Propaganda, Civic Pride and the Classical Past | 15211 | Media > Books > Print Books | none | 0 | none | |
| 3258 | The recruiting power of Christianity | 15211 | Media > Books > Print Books | none | 0 | none |