Fold 4 - Understanding why coefficient 127421429 was selected
Tag: COLOUR-MIDNIGHT
Selected Coefficient: 127421429
Taxonomy Path: 1.1.1.1.5
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 127421429 | 1.000000 | 1.1.1.1.5 | 5.1.1.1.1 (5*71^4 + 357911 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | Yes |
| -74027085 | 2.000000 | -0.0.59.64.2 | -2.64.59.0.0 (-(2*71^4 + 64*71^3 + 59*71^2)) | No |
These are the training products that have the "COLOUR-MIDNIGHT" tag (processing sequence 921). 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 | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 0 | none | |
| 7717 | Smart Pocket Full Length Tight - Midnight Blue | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 0 | none | |
| 7614 | Classic T-Shirt - Midnight | -74027085 | CLASSICTOPS | -201448514 | LENGTH-SHORT SLEEVE |