Fold 4 - Understanding why coefficient -4025525 was selected
Tag: SLEEVELESS SHIRT
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4025525 | 2.000160 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -6509443 | 2.000320 | -1.1.16.13 | -13.16.1.1 (-(13*79^3 + 16*79^2 + 79 + 1)) | No | |
| -14566814 | 4.000000 | -4.4.43.29 | -29.43.4.4 (-(29*79^3 + 43*79^2 + 4*79 + 4)) | No | |
| -493039 | 4.000000 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No |
These are the training products that have the "SLEEVELESS SHIRT" tag (processing sequence 2704). 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 |
|---|---|---|---|---|---|---|---|
| 8045 | Mens Motorcycle Biker Shirt Fluorescent Yellow Cut Off Size Small | -493039 | COTTON | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | VEST | |
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | -4025525 | BIKER VEST, COTTON | 0 | none | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | -4025525 | BIKER VEST, COTTON | 0 | none | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -6509443 | BLUE, BIKER VEST | -2483918 | none | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -14566814 | WHITE, BLUE, XS, DENIM, COTTON | -10541289 | none |