Fold 0 - Understanding why coefficient -730945 was selected
Tag: BIKER VEST
Selected Coefficient: -730945
Taxonomy Path: -0.0.3.2
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? |
|---|---|---|---|---|---|
| -730945 | 0.000397 | -0.0.3.2 | -2.3.0.0 (-(2*71^3 + 3*71^2)) | Yes | |
| 0 | 0.000397 | 0 | 0 (0) | No | |
| 373034 | 0.000397 | 0.0.3.1 | 1.3.0.0 (357911 + 3*71^2) | No |
These are the training products that have the "BIKER VEST" tag (processing sequence 199). 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 |
|---|---|---|---|---|---|---|---|
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 373034 | SLEEVELESS SHIRT | 1103979 | 2XL, BUTTON UP | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 0 | SLEEVELESS SHIRT | 730945 | BUTTON UP | ||
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | -730945 | BLACK | 0 | none |