Fold 4 - Understanding why coefficient 4025525 was selected
Tag: TOPS-SHIRTS
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 4025525 | 0.000008 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3532486 | 0.000014 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 4518564 | 0.000018 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
These are the training products that have the "TOPS-SHIRTS" tag (processing sequence 2614). 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 |
|---|---|---|---|---|---|---|---|
| 17856 | Live Fast Muscle Tee | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 493039 | none | |
| 17854 | Signal Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17938 | T-Shirt - Evolve Riders | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17859 | Core Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17862 | Beam Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17852 | Voltage Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17858 | Core Long Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17857 | Lucid Short Sleeve Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 17860 | Bolt Long Sleeve Corduroy Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 17863 | Amped Long Sleeve Flannel Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none |