Fold 0 - Understanding why coefficient -356454807 was selected
Tag: CONGESTION
Selected Coefficient: -356454807
Taxonomy Path: -13.1.77.11.9
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? |
|---|---|---|---|---|---|
| -356454807 | 1.000000 | -13.1.77.11.9 | -9.11.77.1.13 (-(9*79^4 + 11*79^3 + 77*79^2 + 79 + 13)) | Yes | |
| 1086026 | 1.000000 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | No |
These are the training products that have the "CONGESTION" tag (processing sequence 3287). 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 |
|---|---|---|---|---|---|---|---|
| 19725 | Sinus Clear Formula GLYCERITE | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 357540833 | KIDS PAGE, KIDS GLYCERITES, CALENDULA | |
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -356454807 | HERBAL, IMMUNITY | 0 | none |