Fold 4 - Understanding why coefficient -123777753 was selected
Tag: SALOOS
Selected Coefficient: -123777753
Taxonomy Path: -0.0.4.14.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -123777753 | 2.000320 | -0.0.4.14.3 | -3.14.4.0.0 (-(3*79^4 + 14*79^3 + 4*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 339685148 | 2.000320 | 0.0.76.56.8 | 8.56.76.0.0 (8*79^4 + 56*79^3 + 76*79^2) | No | |
| -124888811 | 4.000000 | -2.2.24.16.3 | -3.16.24.2.2 (-(3*79^4 + 16*79^3 + 24*79^2 + 2*79 + 2)) | No | |
| -7058651 | 4.000000 | -1.1.25.14 | -14.25.1.1 (-(14*79^3 + 25*79^2 + 79 + 1)) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3268). 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 |
|---|---|---|---|---|---|---|---|
| 2396 | Saloos Sweatshirt & Joggers | 339685148 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR, TROUSERS | 463462901 | none | ||
| 2395 | Saloos Paint Stroke Tunic | 0 | AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR | 123777753 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -7058651 | SKIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | 116719102 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -123777753 | FITS SIZE 16, FITS SIZE 18 | 0 | none | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -124888811 | SKIRT, DRESSES, FITS SIZE 16, FITS SIZE 18 | -1111058 | none |