Fold 0 - Understanding why coefficient -4025525 was selected
Tag: SLEEVELESS SHIRT
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4025525 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -17025688 | 3.000000 | -3.3.42.34 | -34.42.3.3 (-(34*79^3 + 42*79^2 + 3*79 + 3)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SLEEVELESS SHIRT" tag (processing sequence 2714). 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 |
|---|---|---|---|---|---|---|---|
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 0 | BIKER VEST | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | -4025525 | BIKER VEST, 2XL, COTTON | 0 | none | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | -4025525 | BIKER VEST, 2XL, COTTON | 0 | none | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -17025688 | PINK, XS, DENIM, 2XL, COTTON | -13000163 | none |