Fold 2 - Understanding why coefficient 98 was selected
Tag: OXYGO BACKPACK
Selected Coefficient: 98
Taxonomy Path: 15.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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 | 2.000145 | 15.1 | 1.15 (83 + 15) | Yes | |
| 103433 | 2.000290 | 15.1.15 | 15.1.15 (15*83^2 + 83 + 15) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "OXYGO BACKPACK" tag (processing sequence 2750). 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 |
|---|---|---|---|---|---|---|---|
| 32064 | OxyGo Ultra Lightweight Backpack - Gray | 103433 | none | 103335 | none | ||
| 32086 | OxyGo Ultra Lightweight Backpack- Mulberry | 98 | none | 0 | none | ||
| 32146 | OxyGo Ultra Lightweight Backpack - Purple | 98 | none | 0 | none | ||
| 32125 | OxyGo Lightweight Backpack w/Pockets - Floral | 0 | INOGEN ONE G3 BACKPACK | -98 | none | ||
| 32161 | Inogen One G3 Backpack w/Pockets - Tan | 0 | INOGEN ONE G3 BACKPACK | -98 | none |