Fold 4 - Understanding why coefficient 1116 was selected
Tag: BOLSTER FOOTREST
Selected Coefficient: 1116
Taxonomy Path: 10.14
Taxonomy Name: Furniture > Ottomans
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 1116 | 0.000000 | 10.14 | 14.10 (14*79 + 10) | Furniture > Ottomans | Yes |
These are the training products that have the "BOLSTER FOOTREST" tag (processing sequence 20). 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 |
|---|---|---|---|---|---|---|---|
| 13140 | Chunky knitted bolster footrest | OATMEAL | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13141 | Chunky knitted bolster footrest | AUBERGINE | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13144 | Chunky knitted bolster footrest | BEIGE | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13151 | Chunky knitted bolster footrest | CHARCOAL | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13152 | Chunky knitted bolster footrest | DARK GREY | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13153 | Chunky knitted bolster footrest | GOLDEN KIWI | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13159 | Chunky knitted bolster footrest | GRAPHITE | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13160 | Chunky knitted bolster footrest | IVORY | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13161 | Chunky knitted bolster footrest | LIGHT GREY | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13164 | Chunky knitted bolster footrest | NAVY BLUE | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13171 | Chunky knitted bolster footrest | OLD ROSE | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13172 | Chunky knitted bolster footrest | PETROL | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13178 | Chunky knitted bolster footrest | POWDER PINK | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13179 | Chunky knitted bolster footrest | PUMPKIN | 1116 | Furniture > Ottomans | none | 0 | none |