Fold 3 - 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 |
| 156023794 | 2.000000 | 16.68.65.9.6 | 6.9.65.68.16 (6*71^4 + 9*71^3 + 65*71^2 + 68*71 + 16) | 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! | 156023794 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, CHILDREN'S, INFANTS | 156472289 | PERSONAL CARE | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 428711 | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | none | 877206 | SKIN CARE INGREDIENTS, STRETCH MARKS, SUN | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -448495 | BEACH | 0 | none |