Fold 2 - Understanding why coefficient 4025525 was selected
Tag: MEN T-SHIRT
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 0 | 3.000002 | 0 | 0 (0) | No | |
| 493039 | 3.000002 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -81213 | 4.000000 | -1.1.13 | -13.1.1 (-(13*79^2 + 79 + 1)) | No |
These are the training products that have the "MEN T-SHIRT" tag (processing sequence 2023). 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 |
|---|---|---|---|---|---|---|---|
| 12017 | T-Shirts by HUGO BOSS - Quick Shipping and Returns | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12023 | Hugo Boss Casual & Stylish T-Shirts For Juniors | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12015 | KENZO Men,s Sleeve Text Logo T-Shirt | 493039 | MEN SHIRT | -3532486 | none | ||
| 11885 | Slim Fit Warp & Weft Cotton(jeans) Denim Shirts | 0 | MEN SHIRT | -4025525 | none | ||
| 9970 | CASUAL LOUNGE SHORTS | -81213 | SHORTS, MEN SHIRT | -4106738 | none |