Fold 1 - Understanding why coefficient 28055 was selected
Tag: CATS
Selected Coefficient: 28055
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 28055 | 3.000000 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 48209390 | 4.000000 | 2.2.26.1.1 | 1.1.26.2.2 (47458321 + 571787 + 26*83^2 + 2*83 + 2) | No | |
| 96088035 | 4.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*83^4 + 2*83^3 + 4*83^2 + 3*83 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | No |
These are the training products that have the "CATS" tag (processing sequence 5611). 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 | 96088035 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 96059980 | DOGS | |
| 1773 | Bamboo Dog Brush | 48209390 | none | 48181335 | DOGS, PETS | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14263 | Cats! | 0 | PULLOVER | -28055 | none |