Fold 0 - Understanding why coefficient 262 was selected
Tag: INSECT BITES
Selected Coefficient: 262
Taxonomy Path: 13.3
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? |
|---|---|---|---|---|---|
| 262 | 1.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 668495 | 1.000145 | 13.3.14.1 | 1.14.3.13 (571787 + 14*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | No |
| -192740276 | 2.000000 | -0.81.6.5.4 | -4.5.6.81.0 (-(4*83^4 + 5*83^3 + 6*83^2 + 81*83)) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 6212). 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) | 668495 | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | none | 668233 | SUN | |
| 3165 | PATCH Body Strap Tape - ON SALE! | 262 | none | 0 | BAMBOO | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -192740276 | MANUKA | -192740538 | SKINCARE |