Fold 1 - Understanding why coefficient 51544297 was selected
Tag: DTG
Selected Coefficient: 51544297
Taxonomy Path: 1.1.1.2.2
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 51544297 | 0.000198 | 1.1.1.2.2 | 2.2.1.1.1 (2*71^4 + 2*71^3 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | Yes |
| 76955978 | 0.000198 | 1.1.1.2.3 | 3.2.1.1.1 (3*71^4 + 2*71^3 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | No |
| 2928893 | 0.000595 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "DTG" tag (processing sequence 672). 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 |
|---|---|---|---|---|---|---|---|
| 388 | Men's Sleeveless Performance Tee | 76955978 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | none | 25411681 | TANK TOPS | |
| 385 | Men's Dri-Fit Tee | 51544297 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 0 | none | |
| 387 | Men's Long Sleeve Moisture Absorbing Tee | 51544297 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 0 | none | |
| 386 | Men's Lightweight Fashion Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -48615404 | none |