Fold 2 - 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: 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? |
|---|---|---|---|---|---|
| 18819 | 1.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 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 845). 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 |
|---|---|---|---|---|---|---|---|
| 909 | Book One: African People and European Holidays : Mental Genocide | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1015 | Kundalini and the Chakras | 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 | 18819 | Media > Books > Print Books | none | 0 | none | |
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 18819 | Media > Books > Print Books | none | 0 | DETOX, HEALTH | |
| 858 | Alkaline Plant-Based Diet | 0 | ALKALINE | -18819 | none |