Fold 4 - Understanding why coefficient 3541790 was selected
Tag: DISCOUNT APPROVED
Selected Coefficient: 3541790
Taxonomy Path: 14.10.16.6
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 3541790 | 0.012193 | 14.10.16.6 | 6.16.10.14 (6*83^3 + 16*83^2 + 10*83 + 14) | Yes | |
| 844 | 0.012629 | 14.10 | 10.14 (10*83 + 14) | No | |
| 3459205 | 0.060241 | 14.11.4.6 | 6.4.11.14 (6*83^3 + 4*83^2 + 11*83 + 14) | No |
These are the training products that have the "DISCOUNT APPROVED" tag (processing sequence 3410). 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 |
|---|---|---|---|---|---|---|---|
| 31831 | 4 oz. Clear Boston Round with Black Child-Resistant Glass Dropper (22/400) (V8) (V8) | 3541790 | none | 0 | none | ||
| 31846 | 8 oz. Clear Boston Round with No Closure (24/400) (V4) | 3541790 | none | 0 | none | ||
| 31854 | 2 oz. Clear Boston Round with Black Cap (20/400) (V5) (V1) | 3541790 | none | 0 | none | ||
| 31883 | 1 oz. Amber Boston Round with No Closure (20/400) (V8) | 3541790 | none | 0 | none | ||
| 31884 | 1 oz. Clear Boston Round with Black Glass Dropper (20/400) (V8) (V8) | 3459205 | none | -82585 | none | ||
| 31863 | 2 oz. Clear Boston Round with Reducer and Black Cap (20/400) (V5) (V1) | 844 | none | -3540946 | none |