Fold 4 - Understanding why coefficient 277698608 was selected
Tag: COLDS
Selected Coefficient: 277698608
Taxonomy Path: 0.0.63.65.10
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? |
|---|---|---|---|---|---|
| 277698608 | 1.000000 | 0.0.63.65.10 | 10.65.63.0.0 (10*71^4 + 65*71^3 + 63*71^2) | Yes | |
| 334969635 | 1.000000 | 13.3.64.12.13 | 13.12.64.3.13 (13*71^4 + 12*71^3 + 64*71^2 + 3*71 + 13) | No |
These are the training products that have the "COLDS" tag (processing sequence 575). 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 |
|---|---|---|---|---|---|---|---|
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 334969635 | FACIAL, APHRODISIAC, BATH | 57271027 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | 277698608 | KETOGENIC, ADAPTOGENIC, ANTIOXIDANT | 0 | none |