Fold 2 - Understanding why coefficient -6379298 was selected
Tag: CATS
Selected Coefficient: -6379298
Taxonomy Path: -1.1.13.11
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -6379298 | 1.012048 | -1.1.13.11 | -11.13.1.1 (-(11*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 96053326 | 1.012048 | 82.82.81.1.2 | 2.1.81.82.82 (2*83^4 + 571787 + 81*83^2 + 82*83 + 82) | No | |
| 28055 | 2.000000 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "CATS" tag (processing sequence 6185). 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 |
|---|---|---|---|---|---|---|---|
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 96053326 | CANVAS | 102432624 | DOGS | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 6407353 | FOR GIRLS | |
| 14263 | Cats! | -6379298 | PULLOVER, TUNIC | 0 | none |