Fold 3 - Understanding why coefficient 156184 was selected
Tag: 60
Selected Coefficient: 156184
Taxonomy Path: 1.2.25
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sashes
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? |
|---|---|---|---|---|---|
| 156184 | 1.000000 | 1.2.25 | 25.2.1 (25*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sashes | Yes |
| 5080334 | 1.000000 | 2.2.24.10 | 10.24.2.2 (10*79^3 + 24*79^2 + 2*79 + 2) | No |
These are the training products that have the "60" tag (processing sequence 3304). 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 |
|---|---|---|---|---|---|---|---|
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | 5080334 | BIKER VEST | 4924150 | none | ||
| 13246 | Sparkling Celebration Fabric Sash, 60 | 1 ct | 156184 | Apparel & Accessories > Clothing Accessories > Sashes | none | 0 | WEARABLES |