Fold 0 - Understanding why coefficient -251 was selected
Tag: GREY-TILES
Selected Coefficient: -251
Taxonomy Path: -14.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -251 | 2.000000 | -14.3 | -3.14 (-(3*79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GREY-TILES" tag (processing sequence 719). 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 |
|---|---|---|---|---|---|---|---|
| 7029 | Sherrin Rose & Grey Honed Mosaic Tile | 0 | MARBLE-LOOK-TILES | 251 | Home & Garden > Decor | none | |
| 11505 | Blend Moon Concrete Look Porcelain Tile | 0 | PER-M2 | 251 | Home & Garden > Decor | none | |
| 11507 | Incanto Crux Grey Marble Look Porcelain Tile | -251 | PER-M2, MARBLE-LOOK-TILES | 0 | none | ||
| 11509 | Incanto Bardiglio Marble Look Porcelain Tile | -251 | PER-M2, MARBLE-LOOK-TILES | 0 | none |