Fold 4 - Understanding why coefficient 14 was selected
Tag: BLACKWOOD
Selected Coefficient: 14
Taxonomy Path: 14
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 14 | 0.012048 | 14 | 14 (14) | Yes | |
| 40652916 | 0.012048 | 14.11.8.71 | 71.8.11.14 (71*83^3 + 8*83^2 + 11*83 + 14) | No |
These are the training products that have the "BLACKWOOD" tag (processing sequence 4971). 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 |
|---|---|---|---|---|---|---|---|
| 25087 | Tassie Blackwood Pepper Mill | 40652916 | none | 40652902 | none | ||
| 25062 | Tamar Large Blackwood Jewellery Box With Tray | 14 | none | 0 | none |