Fold 2 - Understanding why coefficient -493039 was selected
Tag: KNITWEAR
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -493039 | 1.000004 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 5423429 | 1.000004 | 0.0.0.11 | 11.0.0.0 (11*79^3) | No | |
| -12419670 | 3.000000 | -1.1.15.25 | -25.15.1.1 (-(25*79^3 + 15*79^2 + 79 + 1)) | No |
These are the training products that have the "KNITWEAR" tag (processing sequence 1865). 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 |
|---|---|---|---|---|---|---|---|
| 2357 | Open Crochet Top | 5423429 | FITS SIZE 16 | 5916468 | none | ||
| 2337 | Marble Zebra Print Zip Jumper | 0 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 493039 | none | ||
| 2395 | Saloos Paint Stroke Tunic | -493039 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 0 | SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -12419670 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | -11926631 | SALOOS |