Fold 1 - Understanding why coefficient 5 was selected
Tag: BUNDLES
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Yes | |
| 335074163 | 4.000000 | 9.1.1.5.7 | 7.5.1.1.9 (7*83^4 + 5*83^3 + 6889 + 83 + 9) | No |
These are the training products that have the "BUNDLES" tag (processing sequence 2726). 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 |
|---|---|---|---|---|---|---|---|
| 4434 | Don Julio 1942, Primavera & Rosado Tequila Bundle | 335074163 | none | 335074158 | none | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 5 | none | 0 | 20TH ANNIVERSARY, RAW | ||
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | none | 0 | none | ||
| 9029 | Protection Crystals - Bundle Bags | 5 | none | 0 | none | ||
| 9037 | Stress Relief Crystals - Bundle Bags | 5 | none | 0 | none |