Fold 2 - Understanding why coefficient -5721536 was selected
Tag: DARK TURTLE
Selected Coefficient: -5721536
Taxonomy Path: -1.0.70.15
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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 | 4.014085 | -1.0.70.15 | -15.70.0.1 (-(15*71^3 + 70*71^2 + 1)) | Yes | |
| -4496787 | 4.014085 | -2.3.40.12 | -12.40.3.2 (-(12*71^3 + 40*71^2 + 3*71 + 2)) | No | |
| -1462317 | 4.014085 | -1.6.6.4 | -4.6.6.1 (-(4*71^3 + 6*71^2 + 6*71 + 1)) | No | |
| -166923 | 4.014085 | -2.8.33 | -33.8.2 (-(33*71^2 + 8*71 + 2)) | No | |
| 105577 | 4.014085 | 0.67.20 | 20.67.0 (20*71^2 + 67*71) | No | |
| 2792643 | 4.014085 | 0.70.56.7 | 7.56.70.0 (7*71^3 + 56*71^2 + 70*71) | No |
These are the training products that have the "DARK TURTLE" tag (processing sequence 1027). 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 |
|---|---|---|---|---|---|---|---|
| 9166 | Rue Duroc | 2792643 | ROUND, 8MM | 8514179 | MEDIUM, NEW STYLES, OPTICAL, OVAL FACE, PETITE | ||
| 9206 | Ségur | 105577 | GOLD | 5827113 | GLASSES, LARGE, NEW HINGE, NEW STYLES, OPTICAL, SQUARE | ||
| 9189 | Theatre | -166923 | GOLD, BLACK, ROUND, 8MM | 5554613 | GLASSES, MEDIUM, NEW HINGE, NEW STYLES, OPTICAL, OVAL FACE, PETITE | ||
| 9208 | Rue de Charonne | -1462317 | GOLD, PINK, 8MM | 4259219 | GLASSES, MEDIUM, NEW HINGE, OPTICAL, OVAL FACE, PETITE | ||
| 9212 | Saint Germain | -4496787 | BLACK, ROUND, PINK, 8MM | 1224749 | NEW HINGE, OPTICAL, OVAL FACE | ||
| 9207 | Jaurès | -5721536 | BLACK, OVERSIZED | 0 | NEW HINGE, NEW STYLES, OPTICAL, OVAL FACE, ROUND FACE, SQUARE |