Fold 2 - Understanding why coefficient -1086026 was selected
Tag: CALENDULA
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -1086026 | 2.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 7054414744 | 2.000000 | 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 3715). 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 | 7055500770 | none | |
| 19725 | Sinus Clear Formula GLYCERITE | 0 | CONGESTION, BUHNER & KATE FORMULA GLYCERITES, ALLERGY | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19714 | Schisandra Extract | -1086026 | BERRY, SIMPLE EXTRACTS | 0 | none |