Fold 3 - Understanding why coefficient -1460487 was selected
Tag: INSECT BITES
Selected Coefficient: -1460487
Taxonomy Path: -14.1.76.2
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? |
|---|---|---|---|---|---|
| -1460487 | 2.000000 | -14.1.76.2 | -2.76.1.14 (-(2*79^3 + 76*79^2 + 79 + 14)) | Yes | |
| 505771 | 2.000000 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 3284882188 | 2.000000 | 15.6.41.26.5.1 | 1.5.26.41.6.15 (3077056399 + 5*79^4 + 26*79^3 + 41*79^2 + 6*79 + 15) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 1755). 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! | 3284882188 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, CAMPING, CHILDREN'S, INFANTS | 3286342675 | PERSONAL CARE | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | BEACH, CAMPING | 1966258 | MANUKA | |
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | -1460487 | BATHROOM, DERMATITIS, FRAGRANCE-FREE, INFLAMMATION | 0 | none |