Fold 4 - Understanding why coefficient 5 was selected
Tag: MONSTER
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 5 | 2.000000 | 5 | 5 (5) | Yes | |
| 165775 | 4.000000 | 24.5.24 | 24.5.24 (24*83^2 + 5*83 + 24) | No |
These are the training products that have the "MONSTER" tag (processing sequence 3435). 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 |
|---|---|---|---|---|---|---|---|
| 1314 | Green Monster Fun Bag | 165775 | none | 165770 | none | ||
| 1397 | Orange Monster Fun Bag | 165775 | none | 165770 | none | ||
| 609 | Blue Monster Fun Bag | 5 | none | 0 | none | ||
| 1287 | Green Monster Fancy Bag | 5 | none | 0 | none | ||
| 1413 | Green Monster Funky Bag | 5 | none | 0 | none | ||
| 1414 | Orange Monster Fancy Bag | 5 | none | 0 | none |