Fold 4 - Understanding why coefficient 97 was selected
Tag: LUXURIOUS RECESSED SHOWER HEAD
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 97 | 0.000000 | 14.1 | 1.14 (83 + 14) | Yes |
These are the training products that have the "LUXURIOUS RECESSED SHOWER HEAD" tag (processing sequence 1156). 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 |
|---|---|---|---|---|---|---|---|
| 30756 | 14"x20" LED Recessed Rainfall Shower Head | 97 | none | 0 | RAIN SHOWER HEADS LED | ||
| 30765 | 14"x20" recessed rainfall /waterfall LED shower head | 97 | none | 0 | RAIN SHOWER HEADS LED | ||
| 30794 | 15"x28" LED Waterfall Luxurious Recessed 4 Types Rainfall Shower Head | 97 | none | 0 | none | ||
| 30865 | 23”x31” Recessed Music Waterfall Rain LED Shower Head with Built-in Bluetooth Speaker | 97 | none | 0 | none | ||
| 30867 | 23”x31” Recessed LED shower head 5-mode | 97 | none | 0 | none |