Fold 0 - Understanding why coefficient 250 was selected
Tag: INSECT BITES
Selected Coefficient: 250
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
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? |
|---|---|---|---|---|---|
| 250 | 1.000160 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | Yes |
| 505771 | 1.000160 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 74892 | 2.000000 | 0.0.12 | 12.0.0 (12*79^2) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 4080). 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 |
|---|---|---|---|---|---|---|---|
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 505521 | none | |
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 74892 | SUN | 74642 | none | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 250 | Health & Beauty > Personal Care | none | 0 | none |