Fold 2 - Understanding why coefficient 65605 was selected
Tag: XIRENA CLOTHING
Selected Coefficient: 65605
Taxonomy Path: 1.1.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 65605 | 2.000003 | 1.1.13 | 13.1.1 (13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops | Yes |
| 4360537 | 2.000003 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -403280 | 2.000198 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | No | |
| 0 | 2.000198 | 0 | 0 (0) | No |
These are the training products that have the "XIRENA CLOTHING" tag (processing sequence 1425). 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 |
|---|---|---|---|---|---|---|---|
| 1084 | Wylan | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BUTTON DOWN SHIRT, TOPSBUTTON UP | 4294932 | none | |
| 831 | Beau Shirt: Stripe | 65605 | Apparel & Accessories > Clothing > Clothing Tops | SHIRT | 0 | none | |
| 1019 | Monterey Chevron Belt | 0 | BELTS | -65605 | none | ||
| 847 | Cecily Dress | -403280 | FUN SUMMER COLORS | -468885 | none |