Fold 4 - Understanding why coefficient 2081 was selected
Tag: ENGLISH
Selected Coefficient: 2081
Taxonomy Path: 6.25
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? |
|---|---|---|---|---|---|
| 2081 | 2.000000 | 6.25 | 25.6 (25*83 + 6) | Yes | |
| 1185083 | 2.000000 | 9.2.6.2 | 2.6.2.9 (2*83^3 + 6*83^2 + 2*83 + 9) | No | |
| 3445510 | 2.000000 | 14.12.2.6 | 6.2.12.14 (6*83^3 + 2*83^2 + 12*83 + 14) | No |
These are the training products that have the "ENGLISH" tag (processing sequence 6228). 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 |
|---|---|---|---|---|---|---|---|
| 32536 | Flat English Box - Artificial Garden Screen | 3445510 | none | 3443429 | none | ||
| 30238 | Driftwood - 250g | 1185083 | none | 1183002 | none | ||
| 31281 | Safety Label No Cell Phones While Driving a CMV Commercial Motor Vehicle | 2081 | none | 0 | none |