Fold 3 - Understanding why coefficient 110315836 was selected
Tag: KNITWEAR
Selected Coefficient: 110315836
Taxonomy Path: 78.77.58.65.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 110315836 | 1.000000 | 78.77.58.65.2 | 2.65.58.77.78 (2*79^4 + 65*79^3 + 58*79^2 + 77*79 + 78) | Yes | |
| 122735506 | 1.000000 | 0.0.74.11.3 | 3.11.74.0.0 (3*79^4 + 11*79^3 + 74*79^2) | No |
These are the training products that have the "KNITWEAR" tag (processing sequence 1869). 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 |
|---|---|---|---|---|---|---|---|
| 2395 | Saloos Paint Stroke Tunic | 122735506 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 12419670 | SALE, SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | 110315836 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | 0 | SALE, TROUSERS, SALOOS |