Fold 2 - Understanding why coefficient 98 was selected
Tag: INOGEN ONE G5 BACKPACK
Selected Coefficient: 98
Taxonomy Path: 15.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 98 | 0.000000 | 15.1 | 1.15 (83 + 15) | Yes |
These are the training products that have the "INOGEN ONE G5 BACKPACK" tag (processing sequence 509). 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 |
|---|---|---|---|---|---|---|---|
| 32127 | OxyGo Next Slim Backpack w/ Extra Storage - Green | 98 | none | 0 | none | ||
| 32129 | Inogen One G5 Slim Backpack w/ Extra Storage - Black | 98 | none | 0 | none | ||
| 32141 | Inogen One G5 Lightweight Backpack w/Pockets - Mulberry | 98 | none | 0 | none | ||
| 32142 | Inogen One G5 Lightweight Backpack w/Pockets - Light Purple | 98 | none | 0 | none | ||
| 32155 | Portable Oxygen Concentrator Backpack Fit For Inogen One G3, Inogen One G5, OxyGo, OxyGo Next | 98 | none | 0 | INOGEN ONE G3 BACKPACK | ||
| 32156 | Inogen One G5 Lightweight Backpack w/Pockets & Cannula Holder - Black | 98 | none | 0 | none | ||
| 32157 | Universal Mesh Backpack For: Inogen One G3, Inogen One G5, OxyGo, Caire Freestyle Comfort, Arya, Rhythm P2 & more! | 98 | none | 0 | INOGEN ONE G3 BACKPACK | ||
| 32169 | Inogen One G5 Slim Backpack w/ Extra Storage - Green | 98 | none | 0 | none |