Fold 1 - Understanding why coefficient 416 was selected
Tag: ELECTRONIC CIGARETTE CASE
Selected Coefficient: 416
Taxonomy Path: 1.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 416 | 1.000000 | 1.5 | 5.1 (5*83 + 1) | Yes | |
| 596 | 2.000000 | 15.7 | 7.15 (7*83 + 15) | No |
These are the training products that have the "ELECTRONIC CIGARETTE CASE" tag (processing sequence 3536). 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 |
|---|---|---|---|---|---|---|---|
| 13971 | Leather Belt Vape Pouch Vape Mod Holder | 596 | none | 180 | none | ||
| 13974 | Genuine Leather Vape Box Mod Case | 416 | none | 0 | none | ||
| 13985 | Vape Holder Personalized Vape Accessories Mods | 416 | none | 0 | none |