Fold 1 - Understanding why coefficient -617951 was selected
Tag: CALENDULA
Selected Coefficient: -617951
Taxonomy Path: -13.1.20.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -617951 | 1.000000 | -13.1.20.1 | -1.20.1.13 (-(493039 + 20*79^2 + 79 + 13)) | Yes | |
| 7054414744 | 1.000000 | 13.3.2.9.23.2 | 2.23.9.2.3.13 (2*79^5 + 23*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | No |
These are the training products that have the "CALENDULA" tag (processing sequence 3252). 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 |
|---|---|---|---|---|---|---|---|
| 19845 | Golden Flower Salve | 7054414744 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | none | 7055032695 | SALVES | |
| 19725 | Sinus Clear Formula GLYCERITE | -617951 | CONGESTION, KIDS GLYCERITES | 0 | none |