Fold 4 - Understanding why coefficient 4663937 was selected
Tag: MEN T-SHIRT
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000147 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 3520363 | 0.000152 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | No | |
| 4099039 | 0.000726 | 1.1.14.7 | 7.14.1.1 (7*83^3 + 14*83^2 + 83 + 1) | No |
These are the training products that have the "MEN T-SHIRT" tag (processing sequence 3431). 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 |
|---|---|---|---|---|---|---|---|
| 12015 | KENZO Men,s Sleeve Text Logo T-Shirt | 4663937 | none | 0 | none | ||
| 12016 | BOSS Green Regular-fit T-shirt with contrast detail | 4663937 | none | 0 | none | ||
| 12017 | T-Shirts by HUGO BOSS - Quick Shipping and Returns | 4663937 | none | 0 | none | ||
| 12023 | Hugo Boss Casual & Stylish T-Shirts For Juniors | 4663937 | none | 0 | none | ||
| 9970 | CASUAL LOUNGE SHORTS | 4099039 | none | -564898 | SHORTS | ||
| 12014 | Ralph Lauren Custom Fit polo for men | 3520363 | none | -1143574 | none |