Fold 4 - Understanding why coefficient 112497 was selected
Tag: PLEATED FLEECE SCARF
Selected Coefficient: 112497
Taxonomy Path: 1.2.18
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Headwear
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? |
|---|---|---|---|---|---|
| 112497 | 1.000160 | 1.2.18 | 18.2.1 (18*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Headwear | Yes |
| 162425 | 1.000160 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PLEATED FLEECE SCARF" tag (processing sequence 2320). 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 |
|---|---|---|---|---|---|---|---|
| 200 | Ruffle Scarf - Sky | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 49928 | WARM | |
| 286 | Snood - Rust | 112497 | Apparel & Accessories > Clothing Accessories > Headwear | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE | 0 | none | |
| 213 | Ruffle Scarf - Wine | 0 | CHRISTMAS GIFT | -112497 | none |