Fold 2 - Understanding why coefficient 6875398 was selected
Tag: COLOUR:BLACK
Selected Coefficient: 6875398
Taxonomy Path: 10.2.2.12
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 6875398 | 1.012048 | 10.2.2.12 | 12.2.2.10 (12*83^3 + 2*83^2 + 2*83 + 10) | Yes | |
| 1724252 | 1.024096 | 10.24.1.3 | 3.1.24.10 (3*83^3 + 6889 + 24*83 + 10) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLOUR:BLACK" tag (processing sequence 2994). 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 |
|---|---|---|---|---|---|---|---|
| 14606 | Vintage King Bed 200 cm - FSC Recycled Teak | 6875398 | none | 0 | SIZE: KING SIZE | ||
| 14608 | Vintage King Single Bed 213 cm - Black | 6875398 | none | 0 | SIZE: KING SIZE | ||
| 14594 | Vintage Console 1 Shelf - 120cm | 1724252 | none | -5151146 | COLOUR:BROWN | ||
| 14616 | Vintage Queen Bed 213 cm - Black | 0 | DOUBLE SIZE | -6875398 | none |