Fold 1 - Understanding why coefficient 251 was selected
Tag: MOSAIC-TILES
Selected Coefficient: 251
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
Products with this tag: 7
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 | 0.012658 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | Yes |
| 14 | 0.075949 | 14 | 14 (14) | Home & Garden | No |
These are the training products that have the "MOSAIC-TILES" tag (processing sequence 1753). 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 |
|---|---|---|---|---|---|---|---|
| 7013 | Penny Round White Matt Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6984 | Penny Round Black Gloss Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6985 | Penny Round Sugar Rose Matt Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 6945 | Connect Herringbone Olive Green Honed Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 7030 | Sherrin Pink & Green Honed Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 7029 | Sherrin Rose & Grey Honed Mosaic Tile | 251 | Home & Garden > Decor | none | 0 | none | |
| 7028 | Penny Round White Gloss Mosaic Tile | 14 | Home & Garden | none | -237 | none |