Fold 0 - Understanding why coefficient 25188 was selected
Tag: CATS
Selected Coefficient: 25188
Taxonomy Path: 66.2.4
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 25188 | 1.000000 | 66.2.4 | 4.2.66 (4*79^2 + 2*79 + 66) | Yes | |
| 5997681 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "CATS" tag (processing sequence 942). 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 |
|---|---|---|---|---|---|---|---|
| 14263 | Cats! | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5972493 | COTTON, PULLOVER | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 25188 | MOTHERS DAY | 0 | none |