Fold 2 - 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: 7
Unique residual values tried: 6
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 | 3.000201 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 4002626 | 3.000204 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 55523 | 3.000595 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| -76925660 | 6.000000 | -0.0.66.1.3 | -3.1.66.0.0 (-(3*71^4 + 357911 + 66*71^2)) | No | |
| -9018421 | 6.000000 | -1.1.14.25 | -25.14.1.1 (-(25*71^3 + 14*71^2 + 71 + 1)) | No | |
| 3585230 | 6.000000 | 14.15.1.10 | 10.1.15.14 (10*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
These are the training products that have the "AUTUMN" tag (processing sequence 686). 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 |
|---|---|---|---|---|---|---|---|
| 6838 | Grey Hoodie | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | COTTON, CREAM | |
| 6834 | Essentials Hoodie: Cream | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | COTTON, CREAM | |
| 2395 | Saloos Paint Stroke Tunic | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | -715822 | FITS SIZE 18, SALE, SALOOS | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 3585230 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | -1133218 | GALLERY, PATCHWORK, SOLD | |
| 2382 | Saloos Leopard Print Co-ord | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | -4662925 | FITS SIZE 18, SALE, SKIRT, SALOOS | |
| 2396 | Saloos Sweatshirt & Joggers | -9018421 | SWEATSHIRT, TROUSERS | -13736869 | FITS SIZE 18, SALE, SALOOS | ||
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | -76925660 | MERINO | -81644108 | none |