Fold 3 - Understanding why coefficient 156780164 was selected
Tag: MINERAL
Selected Coefficient: 156780164
Taxonomy Path: 3.0.78.1.4
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? |
|---|---|---|---|---|---|
| 156780164 | 1.000000 | 3.0.78.1.4 | 4.1.78.0.3 (4*79^4 + 493039 + 78*79^2 + 3) | Yes | |
| 15541082319 | 1.000000 | 0.0.0.0.4.5 | 5.4.0.0.0.0 (5*79^5 + 4*79^4) | No |
These are the training products that have the "MINERAL" tag (processing sequence 3363). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | 15541082319 | NUTRITION, IMMUNE, ANTIOXIDANT, REVITALISING | 15384302155 | none | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 156780164 | APPETITE, DIGESTIVE, DIGESTION, ENERGY | 0 | FATIGUE, KETOSIS |