Fold 2 - Understanding why coefficient -730945 was selected
Tag: BIKER VEST
Selected Coefficient: -730945
Taxonomy Path: -0.0.3.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -730945 | 2.000003 | -0.0.3.2 | -2.3.0.0 (-(2*71^3 + 3*71^2)) | Yes | |
| -373034 | 2.000003 | -0.0.3.1 | -1.3.0.0 (-(357911 + 3*71^2)) | No | |
| 9845289 | 3.000000 | 3.3.36.27 | 27.36.3.3 (27*71^3 + 36*71^2 + 3*71 + 3) | No | |
| 14578860 | 3.000000 | 4.4.52.40 | 40.52.4.4 (40*71^3 + 52*71^2 + 4*71 + 4) | No |
These are the training products that have the "BIKER VEST" tag (processing sequence 205). 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 | 14578860 | SLEEVELESS SHIRT | 15309805 | 2XL, BUTTON UP, COTTON | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 9845289 | BLUE, SLEEVELESS SHIRT | 10576234 | BUTTON UP | ||
| 8131 | CD D C Mens Motorcycle Biker Leather Vest Traditional Style Cowhide Size 48 | -373034 | BLACK | 357911 | none | ||
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | -730945 | BLACK | 0 | none |