Fold 4 - Understanding why coefficient 992399 was selected
Tag: COLOUR-MIDNIGHT
Selected Coefficient: 992399
Taxonomy Path: 1.1.1.2
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Tops
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 992399 | 1.000162 | 1.1.1.2 | 2.1.1.1 (2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops | Yes |
| 195249765 | 1.000162 | 1.1.1.1.5 | 5.1.1.1.1 (5*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | No |
| 4025525 | 1.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLOUR-MIDNIGHT" tag (processing sequence 3203). 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 |
|---|---|---|---|---|---|---|---|
| 7717 | Smart Pocket Full Length Tight - Midnight Blue | 195249765 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 194257366 | CORERANGE | |
| 7614 | Classic T-Shirt - Midnight | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 3033126 | LENGTH-SHORT SLEEVE, STYLE-TOPS | |
| 7642 | Classic Sweater - Midnight | 992399 | Apparel & Accessories > Clothing > Activewear > Activewear Tops | none | 0 | none | |
| 7703 | Essential 7/8 Length Tight - Midnight Blue | 0 | LENGTH-7/8 LENGTH | -992399 | CORERANGE |