Fold 1 - Understanding why coefficient -678160068 was selected
Tag: ALKALINE
Selected Coefficient: -678160068
Taxonomy Path: -52.6.37.32.17
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? |
|---|---|---|---|---|---|
| -678160068 | 2.000000 | -52.6.37.32.17 | -17.32.37.6.52 (-(17*79^4 + 32*79^3 + 37*79^2 + 6*79 + 52)) | 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)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ALKALINE" tag (processing sequence 4035). 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 |
|---|---|---|---|---|---|---|---|
| 858 | Alkaline Plant-Based Diet | 0 | BOOKS | 678160068 | none | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | -197764900 | DELICIOUS, DIGESTION | 480395168 | none | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | -678160068 | MINERAL, DIGESTIVE, FATIGUE, DIGESTION, KETOGENIC | 0 | none |