Fold 0 - Understanding why coefficient 4025525 was selected
Tag: CREW NECK
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 8
Unique residual values tried: 1
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 | 0.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
These are the training products that have the "CREW NECK" tag (processing sequence 365). 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 |
|---|---|---|---|---|---|---|---|
| 386 | Men's Lightweight Fashion Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12178 | LEI Custom Triblend | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14116 | La Quinceañera Latina Spanish T-Shirts,Mexican Shirt Quinceanera Gift Rehersal Party Outfit, Quince Anos Party Tshirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WOMEN'S CLOTHING | |
| 14117 | Respect The Commish T-Shirt, Football Tshirt, Football Gift For Men, Fantasy Football Tee Shirt, Commissioner Shirt,Fantasy Football Draft | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WOMEN'S CLOTHING | |
| 14173 | Women's Premium Tee - No. | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WOMEN'S CLOTHING | |
| 14174 | Women's Premium Tee - It'll Happen When it Happens | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WOMEN'S CLOTHING | |
| 18228 | Spock's Quote Unisex t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18479 | Men's Staple Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none |