Fold 1 - Understanding why coefficient -196185835 was selected
Tag: IMMUNE SYSTEM
Selected Coefficient: -196185835
Taxonomy Path: -0.0.72.2.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -196185835 | 2.000160 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | 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 | |
| 197764900 | 3.000000 | 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 | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 2986). 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 |
|---|---|---|---|---|---|---|---|
| 19732 | Buhner-Pan Kit GLYCERITES | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | CINNAMON | 393950735 | none | |
| 19817 | Echinacea Angustifolia Root Extract | 0 | SIMPLE EXTRACTS | 196185835 | none | ||
| 19750 | Cleavers Extract | -196185835 | SIMPLE EXTRACTS | 0 | none | ||
| 19730 | Boneset Extract | -197764900 | COOLING, SIMPLE EXTRACTS | -1579065 | BUHNER EXTRACTS |