Fold 4 - Understanding why coefficient 4518564 was selected
Tag: VEST
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 4518564 | 3.000002 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 81213 | 3.000008 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "VEST" tag (processing sequence 3047). 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 |
|---|---|---|---|---|---|---|---|
| 15529 | Yellow Printed Vest | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 15370 | Dark Black Printed Vest | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 15371 | Dark Black Rib Neck Printed Vest | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 15386 | Neon Blue Printed Vest | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 11397 | Men's Classic Solid Vest w/ Tie Set | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | -4437351 | none | |
| 8045 | Mens Motorcycle Biker Shirt Fluorescent Yellow Cut Off Size Small | 0 | BUTTON UP | -4518564 | 3XL | ||
| 11870 | Carlton Slim Fit Vested Suit | 0 | SIZE-36R-30W | -4518564 | none | ||
| 11872 | Carlton Slim Fit Vested Suit | 0 | SIZE-36R-30W | -4518564 | none |