Fold 2 - Understanding why coefficient -3532486 was selected
Tag: BIKER VEST
Selected Coefficient: -3532486
Taxonomy Path: -1.1.13.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -3532486 | 2.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 2982645 | 2.000000 | 0.72.3.6 | 6.3.72.0 (6*79^3 + 3*79^2 + 72*79) | No | |
| 3513763 | 2.000000 | 1.1.10.7 | 7.10.1.1 (7*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Motorcycle Outerwear | No |
These are the training products that have the "BIKER VEST" tag (processing sequence 4080). 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 |
|---|---|---|---|---|---|---|---|
| 8131 | CD D C Mens Motorcycle Biker Leather Vest Traditional Style Cowhide Size 48 | 3513763 | Apparel & Accessories > Clothing > Outerwear > Motorcycle Outerwear | none | 7046249 | none | |
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | 2982645 | 40 | 6515131 | none | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | -3532486 | BUTTON UP, 2XL | 0 | none |