Fold 4 - Understanding why coefficient 505771 was selected
Tag: ALKEMIE
Selected Coefficient: 505771
Taxonomy Path: 13.3.2.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Bath & Body
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 505771 | 0.000320 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | Yes |
| 5492330 | 0.000481 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
These are the training products that have the "ALKEMIE" tag (processing sequence 418). 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 |
|---|---|---|---|---|---|---|---|
| 6517 | Chakra Healing Lotion Number 2 | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 4986559 | none | |
| 6526 | Chakra Healing Lotion Number 1 | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 4986559 | none | |
| 6443 | Chakra Healing Lotion Number 5 | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 6457 | Chakra Healing Lotion Number 4 | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | FLORAL | |
| 6516 | Chakra Healing Lotion Number 3 | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none |