Fold 0 - Understanding why coefficient 97 was selected
Tag: SHOWER LATEST
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 97 | 1.000000 | 14.1 | 1.14 (83 + 14) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SHOWER LATEST" tag (processing sequence 3062). 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 |
|---|---|---|---|---|---|---|---|
| 30787 | 15"x28" LED Multi Function Shower System | 97 | none | 0 | LUXURIOUS SHOWER SYSTEMS LED | ||
| 30828 | 17"x28" Luxurious recessed waterfall & rainfall LED shower system – 6 mode | 97 | none | 0 | LUXURIOUS SHOWER SYSTEMS LED | ||
| 32352 | 9"x22” Music LED shower system | 97 | none | 0 | LUXURIOUS SHOWER SYSTEMS LED, MASSAGING SHOWER SYSTEMS LED | ||
| 32364 | Cascada 9”x22” Contemporary shower system | 0 | SHOWER SETS | -97 | none |