Fold 1 - Understanding why coefficient 197764900 was selected
Tag: BRAIN
Selected Coefficient: 197764900
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
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 | 1.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | Yes |
| 6196077374 | 1.000000 | 13.1.9.6.1.2 | 2.1.6.9.1.13 (2*79^5 + 38950081 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Amino Acids > Single Amino Acid Supplements | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRAIN" tag (processing sequence 2485). 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 |
|---|---|---|---|---|---|---|---|
| 19218 | D-Aspartic Acid DAA, 300 Capsules | 6196077374 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Amino Acids > Single Amino Acid Supplements | none | 5998312474 | none | |
| 19864 | Japanese Knotweed Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | SIMPLE EXTRACTS, BUHNER EXTRACTS | |
| 19877 | Lion's Mane Extract | 0 | MUSHROOM EXTRACTS | -197764900 | SIMPLE EXTRACTS |