Fold 0 - Understanding why coefficient -12937753 was selected
Tag: KNITWEAR
Selected Coefficient: -12937753
Taxonomy Path: -2.2.19.26
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? |
|---|---|---|---|---|---|
| -12937753 | 2.000000 | -2.2.19.26 | -26.19.2.2 (-(26*79^3 + 19*79^2 + 2*79 + 2)) | Yes | |
| -518083 | 2.000000 | -1.1.4.1 | -1.4.1.1 (-(493039 + 4*79^2 + 79 + 1)) | 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 1868). 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 | 18361182 | none | ||
| 2337 | Marble Zebra Print Zip Jumper | -518083 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 12419670 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -12937753 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | 0 | none |