Fold 3 - Understanding why coefficient -99948 was selected
Tag: SIDA
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
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? |
|---|---|---|---|---|---|
| -99948 | 2.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 99948 | 2.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "SIDA" tag (processing sequence 2472). 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 |
|---|---|---|---|---|---|---|---|
| 19722 | Sida Acuta GLYCERITE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 199896 | none | |
| 19751 | Open Breath Formula | 0 | LUNGS | 99948 | Health & Beauty > Health Care > Medicine & Drugs | ELEUTHERO | |
| 19762 | C.S.A Formula™ GLYCERITE | -99948 | GLYCERITES, CRYTOLEPIS | 0 | IMMUNE SYSTEM |