Fold 0 - Understanding why coefficient -197764900 was selected
Tag: OMEGA
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 | |
| 431465386 | 2.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | No |
These are the training products that have the "OMEGA" tag (processing sequence 2448). 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 |
|---|---|---|---|---|---|---|---|
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 431465386 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | none | 629230286 | IMMUNITY, PALEO, OILS, KETOSIS, BRAIN HEALTH, JOINT FUNCTION | |
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | DELICIOUS | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | ENERGY, PALEO, APPETITE, OILS | |
| 3175 | The Hemp Farm Kiwi Hemp Hearts | -197764900 | DELICIOUS, ANTIOXIDANT | 0 | PALEO, SUPERFOOD, SNACK, WELL-BEING, ANTI-INFLAMMATORY |