Fold 1 - Understanding why coefficient 5997681 was selected
Tag: KNITWEAR
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
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? |
|---|---|---|---|---|---|
| 5997681 | 0.000162 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 5504642 | 0.000164 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 68731 | 0.000481 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "KNITWEAR" tag (processing sequence 3145). 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 |
|---|---|---|---|---|---|---|---|
| 2337 | Marble Zebra Print Zip Jumper | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | FITS SIZE 18 | |
| 2357 | Open Crochet Top | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | TOPS | |
| 2395 | Saloos Paint Stroke Tunic | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | -493039 | SALOOS, FITS SIZE 18, TOPS | |
| 2396 | Saloos Sweatshirt & Joggers | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | -5928950 | SALOOS, TROUSERS, FITS SIZE 18 |