Fold 1 - Understanding why coefficient -197259129 was selected
Tag: INSECT BITES
Selected Coefficient: -197259129
Taxonomy Path: -0.77.6.5.5
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? |
|---|---|---|---|---|---|
| -197259129 | 1.012658 | -0.77.6.5.5 | -5.5.6.77.0 (-(5*79^4 + 5*79^3 + 6*79^2 + 77*79)) | Yes | |
| 74892 | 1.012658 | 0.0.12 | 12.0.0 (12*79^2) | No | |
| 250 | 2.000000 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 4033). 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 |
|---|---|---|---|---|---|---|---|
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 74892 | SUN | 197334021 | SKIN INFECTION | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 250 | Health & Beauty > Personal Care | none | 197259379 | CHILDREN'S, SKIN INFECTION | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -197259129 | MANUKA | 0 | none |