Fold 2 - Understanding why coefficient 37605 was selected
Tag: RANDOM
Selected Coefficient: 37605
Taxonomy Path: 1.2.6
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Belts
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 37605 | 0.000000 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | Yes |
These are the training products that have the "RANDOM" tag (processing sequence 2391). 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 |
|---|---|---|---|---|---|---|---|
| 11905 | Cotton Boll Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 11906 | Puffin' Penguin Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 11955 | Native Print Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 11968 | Welcome Pineapple Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 11982 | Blue Crab Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none |