Fold 0 - Understanding why coefficient 98 was selected
Tag: INOGEN ONE G5 LIGHTWEIGHT
Selected Coefficient: 98
Taxonomy Path: 15.1
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? |
|---|---|---|---|---|---|
| 98 | 1.000000 | 15.1 | 1.15 (83 + 15) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "INOGEN ONE G5 LIGHTWEIGHT" tag (processing sequence 1685). 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 |
|---|---|---|---|---|---|---|---|
| 32141 | Inogen One G5 Lightweight Backpack w/Pockets - Mulberry | 98 | none | 0 | none | ||
| 32156 | Inogen One G5 Lightweight Backpack w/Pockets & Cannula Holder - Black | 98 | none | 0 | none | ||
| 32159 | Universal Mesh Backpack For Inogen One G3/OxyGo & Inogen One G5/Oxygo Next & More! | 0 | INOGEN ONE G3 BACKPACK | -98 | none |