Fold 1 - Understanding why coefficient 5 was selected
Tag: NUTRITION
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 5 | 2.000000 | 5 | 5 (5) | Bundles | Yes |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 197714880 | 2.000160 | 0.0.1.6.5 | 5.6.1.0.0 (5*79^4 + 6*79^3 + 6241) | No |
These are the training products that have the "NUTRITION" tag (processing sequence 3164). 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 |
|---|---|---|---|---|---|---|---|
| 3083 | Dr Mercola Fermented Black Garlic | 197714880 | MUSCLE RELIEF | 197714875 | none | ||
| 19267 | Clean Performance Gift Set | 5 | Bundles | none | 0 | none | |
| 19379 | Fresh Start Gift Set | 5 | Bundles | none | 0 | none | |
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | DELICIOUS | -5 | GUT HEALTH |