Fold 1 - Understanding why coefficient -1143574 was selected
Tag: MEN SHIRT
Selected Coefficient: -1143574
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -1143574 | 1.000149 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | Yes | |
| -571787 | 1.000149 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 0 | 1.000149 | 0 | 0 (0) | No | |
| -564898 | 1.000435 | -0.0.82 | -82.0.0 (-(82*83^2)) | No | |
| 4092150 | 4.000000 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "MEN SHIRT" tag (processing sequence 5694). 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 |
|---|---|---|---|---|---|---|---|
| 12473 | African Men's Tropical-Print Camp Collar Shirt | 4092150 | none | 5235724 | none | ||
| 9971 | CURVED QUAMTICA LUX-TEE | 0 | MEN T-SHIRT | 1143574 | none | ||
| 9970 | CASUAL LOUNGE SHORTS | -564898 | MEN T-SHIRT | 578676 | SHORTS | ||
| 11885 | Slim Fit Warp & Weft Cotton(jeans) Denim Shirts | -571787 | MEN T-SHIRT | 571787 | none | ||
| 12014 | Ralph Lauren Custom Fit polo for men | -1143574 | MEN T-SHIRT | 0 | none |