Fold 4 - Understanding why coefficient 2041057 was selected
Tag: ITCHY SKIN
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2041057 | 0.000160 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 822401784 | 0.000481 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
These are the training products that have the "ITCHY SKIN" tag (processing sequence 2094). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 820360727 | BRIGHTER SKIN, NATURAL SKINCARE | |
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | NATURAL SKINCARE, ORGANIC BODY CARE, ORGANIC GIFTS | |
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC BODY CARE, ORGANIC GIFTS | |
| 13667 | Green Parent Beauty Bible Awards 2018 | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none |