Fold 2 - Understanding why coefficient 167 was selected
Tag: DIVISION:CLOTHING
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 167 | 0.000290 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 179281 | 0.000290 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No | |
| 2976215 | 0.000290 | 1.2.17.5 | 5.17.2.1 (5*83^3 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "DIVISION:CLOTHING" tag (processing sequence 6205). 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 |
|---|---|---|---|---|---|---|---|
| 31589 | Korte bucket hat | 2976215 | none | 2976048 | none | ||
| 31582 | Parveilu scarf | 179281 | none | 179114 | none | ||
| 31571 | Elefantti Men's ankle socks | 167 | none | 0 | none |