Fold 2 - Understanding why coefficient -1086026 was selected
Tag: BRAIN
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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 | 1.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | 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 |
These are the training products that have the "BRAIN" tag (processing sequence 3170). 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 | 6197163400 | none | |
| 19891 | Neurocore Formula GLYCERITE | -1086026 | ELEUTHERO, BUHNER & KATE FORMULA GLYCERITES | 0 | none |