Fold 2 - Understanding why coefficient 25439 was selected
Tag: CATS
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 25439 | 2.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 78905053 | 3.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*79^4 + 2*79^3 + 3*79^2 + 79 + 11) | No |
These are the training products that have the "CATS" tag (processing sequence 3136). 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 | 78905053 | CANVAS | 78879614 | DOGS | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14263 | Cats! | 0 | PULLOVER | -25439 | none |