Fold 3 - Understanding why coefficient -101109853 was selected
Tag: BEEF
Selected Coefficient: -101109853
Taxonomy Path: -0.0.69.10.2
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? |
|---|---|---|---|---|---|
| -101109853 | 0.000290 | -0.0.69.10.2 | -2.10.69.0.0 (-(2*83^4 + 10*83^3 + 69*83^2)) | Yes | |
| 0 | 0.000290 | 0 | 0 (0) | No |
These are the training products that have the "BEEF" tag (processing sequence 4729). 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 | SAVOURY, PIE | 101109853 | none | ||
| 21579 | Chilli Beef Mince Pie | 0 | SAVOURY, PIE | 101109853 | none | ||
| 21587 | Cottage Pie | -101109853 | SAVOURY, PIE | 0 | none | ||
| 21703 | Mince, Mash, Mushy Pea Pie | -101109853 | SAVOURY, PIE | 0 | none |