Fold 1 - Understanding why coefficient -99948 was selected
Tag: ANTIVIRAL
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -99948 | 2.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| -99698 | 4.000000 | -0.77.15 | -15.77.0 (-(15*79^2 + 77*79)) | No | |
| 1086026 | 4.000000 | 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 "ANTIVIRAL" tag (processing sequence 3639). 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 |
|---|---|---|---|---|---|---|---|
| 19859 | IHA Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 1185974 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | |
| 19760 | Cryptolepis Salve | -99698 | CRYTOLEPIS | 250 | Health & Beauty > Personal Care | SALVES | |
| 19758 | Cryptolepis Root Extract | -99948 | CRYTOLEPIS, BUHNER EXTRACTS | 0 | none | ||
| 19761 | C.S.A. Formula™ | -99948 | CRYTOLEPIS, BUHNER EXTRACTS | 0 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS, IMMUNE SYSTEM | ||
| 19861 | Isatis ROOT Extract | -99948 | INFECTION, BUHNER EXTRACTS | 0 | none |