Fold 4 - Understanding why coefficient -195249765 was selected
Tag: COLOUR-MIDNIGHT
Selected Coefficient: -195249765
Taxonomy Path: -1.1.1.1.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -195249765 | 2.000000 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*79^4 + 493039 + 6241 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 992399 | 2.000000 | 1.1.1.2 | 2.1.1.1 (2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops | No |
These are the training products that have the "COLOUR-MIDNIGHT" tag (processing sequence 2468). 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 |
|---|---|---|---|---|---|---|---|
| 7642 | Classic Sweater - Midnight | 992399 | Apparel & Accessories > Clothing > Activewear > Activewear Tops | none | 196242164 | CLASSICTOPS | |
| 7717 | Smart Pocket Full Length Tight - Midnight Blue | 0 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK | 195249765 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | |
| 7703 | Essential 7/8 Length Tight - Midnight Blue | -195249765 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK, LENGTH-7/8 LENGTH | 0 | none |