Fold 2 - Understanding why coefficient -4 was selected
Tag: FOOTBALL
Selected Coefficient: -4
Taxonomy Path: -4
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? |
|---|---|---|---|---|---|
| -4 | 2.012048 | -4 | -4 (-(4)) | Yes | |
| 48016160 | 2.012048 | 79.80.80.0.1 | 1.0.80.80.79 (47458321 + 80*83^2 + 80*83 + 79) | No | |
| 3975037 | 3.000000 | 1.1.79.6 | 6.79.1.1 (6*83^3 + 79*83^2 + 83 + 1) | No | |
| 5166818 | 3.000000 | 68.0.3.9 | 9.3.0.68 (9*83^3 + 3*83^2 + 68) | No |
These are the training products that have the "FOOTBALL" tag (processing sequence 6698). 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 |
|---|---|---|---|---|---|---|---|
| 7881 | 513 Migos | 48016160 | OIL, HORIZONTAL, PAINTING, CANVAS | 48016164 | none | ||
| 7219 | MAMA TRUCKER MESH | 5166818 | EMBROIDERED, DISTRESSED | 5166822 | none | ||
| 20448 | WONTON Varsity Bomber Jacket in blue and yellow | 3975037 | POCKETS | 3975041 | none | ||
| 18783 | Football Rattle | -4 | SHOWER GIFT, BABY | 0 | none |