Fold 2 - Understanding why coefficient 4 was selected
Tag: BARN
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4 | 0.012048 | 4 | 4 (4) | Yes | |
| 336 | 0.060241 | 4.4 | 4.4 (4*83 + 4) | Baby & Toddler > Baby Safety | No |
These are the training products that have the "BARN" tag (processing sequence 2479). 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 |
|---|---|---|---|---|---|---|---|
| 24000 | Tristan Leather - Chocolate | 336 | Baby & Toddler > Baby Safety | none | 332 | none | |
| 23999 | Tristan Baby - Lemongrass | 4 | none | 0 | none | ||
| 24007 | Tristan Pearl - Apple Butter Mix | 4 | none | 0 | none | ||
| 24017 | Tristan Pearl - Peach | 4 | none | 0 | none | ||
| 24019 | Tristan Sandal - Leaf | 4 | none | 0 | none | ||
| 24023 | Ydun Allover Glitter - Black | 4 | none | 0 | none |