Fold 3 - Understanding why coefficient 99948 was selected
Tag: BRAIN
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 99948 | 2.000160 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 6196077374 | 2.000160 | 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 |
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRAIN" tag (processing sequence 3175). 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 | 6195977426 | none | |
| 19872 | Kudzu Root Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19864 | Japanese Knotweed Extract | 0 | IMMUNE | -99948 | none | ||
| 19877 | Lion's Mane Extract | -197764900 | MUSHROOM EXTRACTS, IMMUNE | -197864848 | none |