Fold 3 - Understanding why coefficient 324 was selected
Tag: RING
Selected Coefficient: 324
Taxonomy Path: 8.4
Taxonomy Name: Electronics > Communications
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 324 | 0.000000 | 8.4 | 4.8 (4*79 + 8) | Electronics > Communications | Yes |
These are the training products that have the "RING" tag (processing sequence 1779). 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 |
|---|---|---|---|---|---|---|---|
| 16745 | NEW Ring Alarm 8-piece kit (2nd Gen) – home security system – Works with Alexa 842861111262 [New] | 324 | Electronics > Communications | none | 0 | none |