Fold 4 - 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: 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? |
|---|---|---|---|---|---|
| -196185835 | 2.000000 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | Yes | |
| 197764900 | 2.000000 | 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 |
| 198850926 | 2.000000 | 26.2.25.8.5 | 5.8.25.2.26 (5*79^4 + 8*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 3717). 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 | 198850926 | CINNAMON, BAIKAL, RHODIOLA | 395036761 | none | ||
| 19731 | Buhner-Pan Kit | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | BUHNER, CINNAMON, BAIKAL, RHODIOLA | 393950735 | none | |
| 19750 | Cleavers Extract | -196185835 | SIMPLE EXTRACTS | 0 | none |