Fold 3 - Understanding why coefficient -589 was selected
Tag: HELMETS COLLECTION
Selected Coefficient: -589
Taxonomy Path: -8.7
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? |
|---|---|---|---|---|---|
| -589 | 1.000000 | -8.7 | -7.8 (-(7*83 + 8)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "HELMETS COLLECTION" tag (processing sequence 5036). 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 |
|---|---|---|---|---|---|---|---|
| 17941 | Shred Lights Mounts | 0 | SHREDLIGHTS | 589 | none | ||
| 17936 | Thousand X Evolve Heritage Helmet | -589 | PLACC, SAFETY | 0 | none |