Fold 2 - Understanding why coefficient 3532486 was selected
Tag: BIKER VEST
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
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? |
|---|---|---|---|---|---|
| 3532486 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| -2976957 | 2.012658 | -0.0.3.6 | -6.3.0.0 (-(6*79^3 + 3*79^2)) | No | |
| 2864540 | 2.012658 | 0.78.63.5 | 5.63.78.0 (5*79^3 + 63*79^2 + 78*79) | No |
These are the training products that have the "BIKER VEST" tag (processing sequence 193). 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 |
|---|---|---|---|---|---|---|---|
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | 2864540 | 50 | -667946 | none | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -2976957 | BLUE | -6509443 | none |