Fold 1 - Understanding why coefficient 15211 was selected
Tag: BOOKS
Selected Coefficient: 15211
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 15211 | 1.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | Yes |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "BOOKS" tag (processing sequence 508). 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 |
|---|---|---|---|---|---|---|---|
| 868 | America is the True Old World, Volume II: The Promised Land (Volume II of IV) | 15211 | Media > Books > Print Books | none | 0 | none | |
| 909 | Book One: African People and European Holidays : Mental Genocide | 15211 | Media > Books > Print Books | none | 0 | none | |
| 1015 | Kundalini and the Chakras | 15211 | Media > Books > Print Books | none | 0 | none | |
| 1193 | The Complete Book of Essentials Oils and Arometherapy | 15211 | Media > Books > Print Books | none | 0 | none | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 15211 | Media > Books > Print Books | none | 0 | none | |
| 858 | Alkaline Plant-Based Diet | 0 | ALKALINE | -15211 | none |