Fold 4 - Understanding why coefficient -197764900 was selected
Tag: CINNAMON
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -197764900 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1086026 | 2.000000 | 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 "CINNAMON" tag (processing sequence 2463). 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 |
|---|---|---|---|---|---|---|---|
| 19732 | Buhner-Pan Kit GLYCERITES | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 198850926 | BAIKAL, RHODIOLA, IMMUNE SYSTEM | |
| 19731 | Buhner-Pan Kit | 0 | BUHNER | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | BAIKAL, RHODIOLA, IMMUNE SYSTEM | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -197764900 | HOUTTUYNIA, ELEUTHERO | 0 | BAIKAL, RHODIOLA |