Fold 2 - Understanding why coefficient 1487321 was selected
Tag: GENTLE
Selected Coefficient: 1487321
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1487321 | 1.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 54437918 | 1.000000 | 17.2.7.10.2 | 2.10.7.2.17 (2*71^4 + 10*71^3 + 7*71^2 + 2*71 + 17) | No |
These are the training products that have the "GENTLE" tag (processing sequence 1266). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 54437918 | ACNE, ALL AGES, BABIES, BEAUTY, DRY SKIN | 52950597 | INFANTS, MOTHERS, NAPPY RASH | ||
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, CRUELTY FREE | 0 | none |