Fold 0 - Understanding why coefficient 195249765 was selected
Tag: COLOUR-MIDNIGHT
Selected Coefficient: 195249765
Taxonomy Path: 1.1.1.1.5
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights
Products with this tag: 4
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) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | Yes |
| -116850243 | 2.000000 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*79^4)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLOUR-MIDNIGHT" tag (processing sequence 1055). 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 |
|---|---|---|---|---|---|---|---|
| 7703 | Essential 7/8 Length Tight - Midnight Blue | 195249765 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 0 | none | |
| 7717 | Smart Pocket Full Length Tight - Midnight Blue | 195249765 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 0 | none | |
| 7613 | Classic Tank - Midnight | 0 | CLASSICTOPS | -195249765 | none | ||
| 7642 | Classic Sweater - Midnight | -116850243 | CLASSICTOPS | -312100008 | COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK |