Fold 0 - Understanding why coefficient 18819 was selected
Tag: ENGLISH BOOKS
Selected Coefficient: 18819
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 18819 | 1.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | Yes |
| 6241 | 2.000000 | 0.0.1 | 1.0.0 (6241) | No |
These are the training products that have the "ENGLISH BOOKS" tag (processing sequence 1296). 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 |
|---|---|---|---|---|---|---|---|
| 3256 | The funerary inscriptions of Hellenistic Perusia | 18819 | Media > Books > Print Books | none | 0 | none | |
| 3258 | The recruiting power of Christianity | 18819 | Media > Books > Print Books | none | 0 | none | |
| 2434 | The Epirus of Kings. A Landscape of Power | 6241 | EBOOK | -12578 | none |