Fold 1 - Understanding why coefficient 98 was selected
Tag: INOGEN ONE G3 BACKPACK
Selected Coefficient: 98
Taxonomy Path: 15.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 98 | 3.000000 | 15.1 | 1.15 (83 + 15) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "INOGEN ONE G3 BACKPACK" tag (processing sequence 545). 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 |
|---|---|---|---|---|---|---|---|
| 32125 | OxyGo Lightweight Backpack w/Pockets - Floral | 98 | none | 0 | none | ||
| 32166 | Inogen One G3 Ultra Lightweight Backpack - Purple | 98 | none | 0 | none | ||
| 32167 | Inogen One G3 Ultra Lightweight Backpack - Mulberry | 98 | none | 0 | none | ||
| 32168 | Inogen One G3 Ultra Lightweight Backpack - Gray | 98 | none | 0 | none | ||
| 32161 | Inogen One G3 Backpack w/Pockets - Tan | 98 | none | 0 | none | ||
| 32157 | Universal Mesh Backpack For: Inogen One G3, Inogen One G5, OxyGo, Caire Freestyle Comfort, Arya, Rhythm P2 & more! | 0 | INOGEN ONE G5 BACKPACK | -98 | none | ||
| 32159 | Universal Mesh Backpack For Inogen One G3/OxyGo & Inogen One G5/Oxygo Next & More! | 0 | INOGEN ONE G5 BACKPACK | -98 | none | ||
| 32162 | Refurbished Universal Mesh Backpack - Black | 0 | INOGEN ONE G5 BACKPACK | -98 | none |