Fold 2 - Understanding why coefficient -60058548 was selected
Tag: ROUND FACE
Selected Coefficient: -60058548
Taxonomy Path: -3.1.57.25.2
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? |
|---|---|---|---|---|---|
| -60058548 | 2.000000 | -3.1.57.25.2 | -2.25.57.1.3 (-(2*71^4 + 25*71^3 + 57*71^2 + 71 + 3)) | Yes | |
| 131227457 | 2.000000 | 3.2.46.11.5 | 5.11.46.2.3 (5*71^4 + 11*71^3 + 46*71^2 + 2*71 + 3) | No | |
| 208183507 | 2.000000 | 5.4.47.13.8 | 8.13.47.4.5 (8*71^4 + 13*71^3 + 47*71^2 + 4*71 + 5) | No |
These are the training products that have the "ROUND FACE" tag (processing sequence 1989). 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 |
|---|---|---|---|---|---|---|---|
| 9207 | Jaurès | 208183507 | BLACK, OVERSIZED, DARK TURTLE, NEW HINGE, NEW STYLES, OPTICAL, OVAL FACE | 268242055 | SQUARE | ||
| 9193 | Rue Amélie | 131227457 | GOLD, 8MM, GLASSES, NEW HINGE, NEW STYLES, OPTICAL | 191286005 | none | ||
| 9209 | Lille | -60058548 | GOLD, BLACK, PINK, 8MM, GLASSES, MEDIUM, OPTICAL, OVAL FACE, PETITE | 0 | none |