Fold 2 - Understanding why coefficient 96 was selected
Tag: AT-RISK ESSENCES
Selected Coefficient: 96
Taxonomy Path: 13.1
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? |
|---|---|---|---|---|---|
| 96 | 0.000290 | 13.1 | 1.13 (83 + 13) | Yes | |
| 110320 | 0.000290 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 4179825067 | 0.000290 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "AT-RISK ESSENCES" tag (processing sequence 6162). 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 |
|---|---|---|---|---|---|---|---|
| 19984 | Wild Ginger Flower Essence | 4179825067 | none | 4179824971 | none | ||
| 19971 | Red Trillium Flower Essence | 110320 | none | 110224 | none | ||
| 19846 | Goldenseal Flower Essence | 96 | none | 0 | none |