Fold 0 - Understanding why coefficient -5721536 was selected
Tag: DARK TURTLE
Selected Coefficient: -5721536
Taxonomy Path: -1.0.70.15
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? |
|---|---|---|---|---|---|
| -5721536 | 1.028169 | -1.0.70.15 | -15.70.0.1 (-(15*71^3 + 70*71^2 + 1)) | Yes | |
| -2928893 | 1.028169 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 1375766 | 1.028169 | 70.64.59.3 | 3.59.64.70 (3*71^3 + 59*71^2 + 64*71 + 70) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DARK TURTLE" tag (processing sequence 1022). 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 |
|---|---|---|---|---|---|---|---|
| 9189 | Theatre | 1375766 | BLACK, GOLD, ROUND, 8MM | 7097302 | DIAMOND FACE, MEDIUM, NEW STYLES, OPTICAL | ||
| 9208 | Rue de Charonne | 0 | GOLD, 8MM | 5721536 | DIAMOND FACE, MEDIUM, OPTICAL | ||
| 9167 | Rue de Turenne | -2928893 | BLACK, GOLD, 8MM | 2792643 | DIAMOND FACE, MEDIUM, NEW STYLES, OPTICAL | ||
| 9207 | Jaurès | -5721536 | BLACK, OVERSIZED | 0 | NEW STYLES, OPTICAL, ROUND FACE, SQUARE |