Fold 0 - Understanding why coefficient -197664952 was selected
Tag: BRAIN
Selected Coefficient: -197664952
Taxonomy Path: -0.0.72.5.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -197664952 | 2.000320 | -0.0.72.5.5 | -5.5.72.0.0 (-(5*79^4 + 5*79^3 + 72*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| -197764900 | 5.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 6196077374 | 5.000000 | 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 3026). 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 | 6393742326 | none | |
| 19864 | Japanese Knotweed Extract | 0 | IMMUNITY | 197664952 | none | ||
| 19891 | Neurocore Formula GLYCERITE | 0 | ELEUTHERO | 197664952 | KIDS PAGE, KIDS GLYCERITES | ||
| 19865 | Japanese Knotweed GLYCERITE | -197664952 | IMMUNITY | 0 | none | ||
| 19892 | Neurocore Formula | -197664952 | ELEUTHERO | 0 | none | ||
| 19877 | Lion's Mane Extract | -197764900 | MUSHROOM EXTRACTS, IMMUNITY | -99948 | none |