Fold 0 - Understanding why coefficient 3532486 was selected
Tag: BUTTON UP
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 6
Unique residual values tried: 2
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 | 0.000160 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 3020724 | 0.000801 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
These are the training products that have the "BUTTON UP" tag (processing sequence 1818). 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 | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | VEST, 2XL | |
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | 2XL, BIKER VEST | |
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | 2XL, BIKER VEST | |
| 20417 | WONTON DESIGN 4 Year Celebration Limited Edition shirt (Pima cotton) | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 20431 | WONTON Extra Fries shirt in baby blue | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | -511762 | BIKER VEST |