Fold 4 - Understanding why coefficient 324 was selected
Tag: CELLULAR BOOSTERS
Selected Coefficient: 324
Taxonomy Path: 8.4
Taxonomy Name: Electronics > Communications
Products with this tag: 2
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 "CELLULAR BOOSTERS" tag (processing sequence 1087). 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 |
|---|---|---|---|---|---|---|---|
| 5480 | WeBoost Drive Reach OTR In-Vehicle Signal Booster Kit | 324 | Electronics > Communications | none | 0 | none | |
| 5490 | SureCall Flare 3.0 Desktop Signal Booster for Home/Cottage/RV - SC-Flare3CA | 324 | Electronics > Communications | none | 0 | none |