Fold 3 - Understanding why coefficient -574252 was selected
Tag: KNITWEAR
Selected Coefficient: -574252
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -574252 | 1.000160 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | Yes | |
| 4861659 | 1.000160 | 78.77.67.9 | 9.67.77.78 (9*79^3 + 67*79^2 + 77*79 + 78) | No | |
| 5423429 | 2.000000 | 0.0.0.11 | 11.0.0.0 (11*79^3) | No |
These are the training products that have the "KNITWEAR" tag (processing sequence 4041). 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 | 5423429 | FITS SIZE 18 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 2395 | Saloos Paint Stroke Tunic | 4861659 | SALOOS, FITS SIZE 18 | 5435911 | TOPS | ||
| 2396 | Saloos Sweatshirt & Joggers | -574252 | SALOOS, FITS SIZE 18 | 0 | none |