Fold 2 - Understanding why coefficient -83236217 was selected
Tag: BEEF
Selected Coefficient: -83236217
Taxonomy Path: -0.0.65.10.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -83236217 | 0.000320 | -0.0.65.10.2 | -2.10.65.0.0 (-(2*79^4 + 10*79^3 + 65*79^2)) | Yes | |
| 0 | 0.000320 | 0 | 0 (0) | No |
These are the training products that have the "BEEF" tag (processing sequence 3041). 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 |
|---|---|---|---|---|---|---|---|
| 21554 | Chunky Beef & Mushroom Pie | 0 | PIE | 83236217 | none | ||
| 21579 | Chilli Beef Mince Pie | 0 | PIE | 83236217 | none | ||
| 21587 | Cottage Pie | -83236217 | PIE | 0 | none | ||
| 21703 | Mince, Mash, Mushy Pea Pie | -83236217 | PIE | 0 | none |