Fold 2 - Understanding why coefficient 251 was selected
Tag: PER-M2
Selected Coefficient: 251
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
Products with this tag: 11
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 "PER-M2" tag (processing sequence 153). 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 |
|---|---|---|---|---|---|---|---|
| 6933 | Serie Grafton Pattern Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6934 | Serie Loft Pattern Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6941 | Sync Cube Blue Pattern Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6942 | Sync Circle Blue Pattern Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6943 | Sync Cube Green Pattern Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11504 | Blend Ash Concrete Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11505 | Blend Moon Concrete Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11506 | Incanto Verde Antigua Marble Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11507 | Incanto Crux Grey Marble Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11508 | Incanto Breccia Pernice Marble Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 11509 | Incanto Bardiglio Marble Look Porcelain Tile | 251 | Home & Garden > Decor | none | 0 | none |