Fold 1 - Understanding why coefficient 4718448 was selected
Tag: AUTUMN
Selected Coefficient: 4718448
Taxonomy Path: 1.1.13.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Hoodies
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 4718448 | 2.000402 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 4002626 | 2.000405 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 4360537 | 2.000405 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 280294795 | 2.000992 | 1.1.10.2.11 | 11.2.10.1.1 (11*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 75687 | 2.000992 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -9018421 | 7.000000 | -1.1.14.25 | -25.14.1.1 (-(25*71^3 + 14*71^2 + 71 + 1)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "AUTUMN" tag (processing sequence 682). 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 |
|---|---|---|---|---|---|---|---|
| 1661 | Jacqueline Jacket - 100% Merino Knit - Ivory | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 275576347 | none | |
| 6838 | Grey Hoodie | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 6834 | Essentials Hoodie: Cream | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 2337 | Marble Zebra Print Zip Jumper | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | -357911 | FITS SIZE 18, SALE | |
| 2395 | Saloos Paint Stroke Tunic | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | -715822 | FITS SIZE 18, SALE, SALOOS | |
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4642761 | none | |
| 2382 | Saloos Leopard Print Co-ord | 0 | SKIRT | -4718448 | FITS SIZE 18, SALE, SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -9018421 | SWEATSHIRT, TROUSERS | -13736869 | FITS SIZE 18, SALE, SALOOS |