Fold 4 - Understanding why coefficient 5 was selected
Tag: BUNDLES
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 3
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) | Bundles | Yes |
| 275122091 | 2.000000 | 9.1.1.5.7 | 7.5.1.1.9 (7*79^4 + 5*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Tequila | No |
These are the training products that have the "BUNDLES" tag (processing sequence 2403). 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 | 275122091 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Tequila | none | 275122086 | none | |
| 9015 | Raw Emerald Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | Bundles | none | 0 | none |