Fold 4 - Understanding why coefficient -27556 was selected
Tag: CHRISTMAS PRESSIE
Selected Coefficient: -27556
Taxonomy Path: -0.0.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -27556 | 1.000145 | -0.0.4 | -4.0.0 (-(4*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| 179281 | 2.000000 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No |
These are the training products that have the "CHRISTMAS PRESSIE" tag (processing sequence 3525). 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 |
|---|---|---|---|---|---|---|---|
| 177 | ... | 179281 | none | 206837 | none | ||
| 287 | Snood - Wine | 0 | PLEATED FLEECE SCARF | 27556 | none | ||
| 286 | Snood - Rust | -27556 | PLEATED FLEECE SCARF | 0 | none |