Fold 1 - Understanding why coefficient 493039 was selected
Tag: MEN T-SHIRT
Selected Coefficient: 493039
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 493039 | 2.000004 | 0.0.0.1 | 1.0.0.0 (493039) | Yes | |
| -493039 | 2.000006 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 0 | 2.000006 | 0 | 0 (0) | No | |
| -3532486 | 5.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| 4025525 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "MEN T-SHIRT" tag (processing sequence 2032). 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 |
|---|---|---|---|---|---|---|---|
| 12023 | Hugo Boss Casual & Stylish T-Shirts For Juniors | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none |
| 9971 | CURVED QUAMTICA LUX-TEE | 493039 | MEN SHIRT | 0 | none | ||
| 12016 | BOSS Green Regular-fit T-shirt with contrast detail | 493039 | MEN SHIRT | 0 | none | ||
| 11885 | Slim Fit Warp & Weft Cotton(jeans) Denim Shirts | 0 | MEN SHIRT | -493039 | none | ||
| 12014 | Ralph Lauren Custom Fit polo for men | -493039 | MEN SHIRT | -986078 | none | ||
| 9970 | CASUAL LOUNGE SHORTS | -3532486 | SHORTS, MEN SHIRT | -4025525 | none |