Fold 0 - Understanding why coefficient 50561 was selected
Tag: EGNITION-SAMPLE-DATA
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
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? |
|---|---|---|---|---|---|
| 50561 | 1.000160 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 56802 | 1.000320 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | No |
| 4 | 3.000000 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "EGNITION-SAMPLE-DATA" tag (processing sequence 3154). 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 |
|---|---|---|---|---|---|---|---|
| 18161 | DR MARTENS | CAVENDISH 3-EYE SHOE BLACK | 56802 | Apparel & Accessories > Shoes > Flats | none | 6241 | none | |
| 18166 | PUMA | SUEDE CLASSIC REGAL | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 18170 | VANS | ERA 59 MOROCCAN | GEO/DRESS BLUES | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 18160 | NIKE | TODDLER ROSHE ONE | 4 | Baby & Toddler | none | -50557 | KID |