Fold 2 - Understanding why coefficient 510 was selected
Tag: HANDLE
Selected Coefficient: 510
Taxonomy Path: 12.6
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? |
|---|---|---|---|---|---|
| 510 | 2.000000 | 12.6 | 6.12 (6*83 + 12) | Yes | |
| 2858935 | 2.000000 | 0.0.0.5 | 5.0.0.0 (5*83^3) | No | |
| 7979907857 | 2.000000 | 13.3.7.12.2.2 | 2.2.12.7.3.13 (2*83^5 + 2*83^4 + 12*83^3 + 7*83^2 + 3*83 + 13) | No |
These are the training products that have the "HANDLE" tag (processing sequence 6230). 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 |
|---|---|---|---|---|---|---|---|
| 2013 | Oval Wooden Eco Max Hair Brush | 7979907857 | RUBBER | 7979907347 | PERTH, HAIR CARE | ||
| 2683 | BRUSHED GOLD FINISH BACK TO BACK 400mm Entry Door Pull Handles | 2858935 | GLASS DOOR | 2858425 | none | ||
| 19920 | Handle for Singer 114W103 and Cornely Chainstitch Machines | 510 | none | 0 | none |