Fold 2 - Understanding why coefficient -448495 was selected
Tag: INSECT BITES
Selected Coefficient: -448495
Taxonomy Path: -59.68.17.1
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? |
|---|---|---|---|---|---|
| -448495 | 2.000000 | -59.68.17.1 | -1.17.68.59 (-(357911 + 17*71^2 + 68*71 + 59)) | Yes | |
| 428711 | 2.000000 | 13.3.14.1 | 1.14.3.13 (357911 + 14*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | No |
| 132804497 | 2.000000 | 62.61.3.16.5 | 5.16.3.61.62 (5*71^4 + 16*71^3 + 3*71^2 + 61*71 + 62) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 1466). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 132804497 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, INFANTS | 133252992 | PERSONAL CARE | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 428711 | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | none | 877206 | STRETCH MARKS, SUN | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -448495 | BEACH | 0 | MANUKA |