Fold 4 - Understanding why coefficient 251 was selected
Tag: MATTE-BLACK
Selected Coefficient: 251
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 251 | 0.000000 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | Yes |
These are the training products that have the "MATTE-BLACK" tag (processing sequence 2005). 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 |
|---|---|---|---|---|---|---|---|
| 6952 | Penny Round Black Matt Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | MOSAIC-TILES |