Fold 3 - Understanding why coefficient 1086026 was selected
Tag: SAGE
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
Products with this tag: 4
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 | 1.000002 | 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 | Yes |
| 99948 | 1.000004 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SAGE" tag (processing sequence 3268). 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 |
|---|---|---|---|---|---|---|---|
| 19853 | Herbal Throat Spray - Orange | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19854 | Herbal Throat Spray - Peppermint | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19909 | Red Sage Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -986078 | ANTI INFLAMMATORY | |
| 205 | White Sage Smudge Stick | 0 | INCENSE | -1086026 | none |