Fold 4 - 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 | 1.012658 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 5997681 | 1.025316 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 86500671 | 3.000000 | 16.5.35.17.2 | 2.17.35.5.16 (2*79^4 + 17*79^3 + 35*79^2 + 5*79 + 16) | No |
These are the training products that have the "CATS" tag (processing sequence 946). 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 | 86500671 | CANVAS | 86475232 | DOGS, FEMALE | ||
| 14263 | Cats! | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5972242 | COTTON, PULLOVER | |
| 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 |