Fold 1 - Understanding why coefficient 18819 was selected
Tag: BOOKS
Selected Coefficient: 18819
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
Products with this tag: 8
Unique residual values tried: 4
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 | 3.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | Yes |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 178 | 7.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 18568 | 7.000000 | 3.77.2 | 2.77.3 (2*79^2 + 77*79 + 3) | No |
These are the training products that have the "BOOKS" tag (processing sequence 842). 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 |
|---|---|---|---|---|---|---|---|
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 18819 | Media > Books > Print Books | none | 0 | none | |
| 868 | America is the True Old World, Volume II: The Promised Land (Volume II of IV) | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1015 | Kundalini and the Chakras | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1118 | What they never told you in history class : volume one | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1193 | The Complete Book of Essentials Oils and Arometherapy | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 18568 | MOTHERS DAY | -251 | none | ||
| 8582 | Bhagavad Gita book (Telugu) by Brahmarshi Patriji | 178 | Religious & Ceremonial > Religious Items | none | -18641 | none | |
| 858 | Alkaline Plant-Based Diet | 0 | ALKALINE | -18819 | none |