Fold 3 - Understanding why coefficient 20164 was selected
Tag: STRAIGHT
Selected Coefficient: 20164
Taxonomy Path: 0.0.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20164 | 1.000198 | 0.0.4 | 4.0.0 (4*71^2) | Yes | |
| 0 | 1.000397 | 0 | 0 (0) | No | |
| 2928893 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "STRAIGHT" tag (processing sequence 2174). 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 |
|---|---|---|---|---|---|---|---|
| 6346 | Graphite Nova 6 Person Bench Desk NB | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BENCH | 2908729 | none | |
| 6325 | Back to Back Bench Desk MW | 20164 | WHITE, BENCH | 0 | none | ||
| 6337 | White Nova 1 Person Bench Desk NB | 20164 | WHITE, BENCH | 0 | none | ||
| 6356 | White Bench Desk 600mm Deep ICW | 0 | WHITE, BENCH | -20164 | none |