Fold 2 - Understanding why coefficient 4025525 was selected
Tag: MEN'S CLOTHING
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 7
Unique residual values tried: 5
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 | 2.000162 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3039447 | 2.000166 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 117349603 | 2.000641 | 1.1.1.1.3 | 3.1.1.1.1 (3*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
| 82918086 | 5.000000 | 2.2.14.10.2 | 2.10.14.2.2 (2*79^4 + 10*79^3 + 14*79^2 + 2*79 + 2) | No | |
| 121868167 | 5.000000 | 2.2.14.10.3 | 3.10.14.2.2 (3*79^4 + 10*79^3 + 14*79^2 + 2*79 + 2) | No |
These are the training products that have the "MEN'S CLOTHING" tag (processing sequence 3534). 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 |
|---|---|---|---|---|---|---|---|
| 389 | Men's Sleeveless Performance Tee | 121868167 | DTG | 117842642 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | SPORTSWEAR | |
| 388 | Men's Sleeveless Performance Tee | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | TANK TOPS, DTG | 113324078 | SPORTSWEAR | |
| 387 | Men's Long Sleeve Moisture Absorbing Tee | 82918086 | DTG | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | SPORTSWEAR | |
| 386 | Men's Lightweight Fashion Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CREW NECK, DTG | 0 | none | |
| 12178 | LEI Custom Triblend | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CREW NECK, DTG | 0 | none | |
| 18479 | Men's Staple Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CREW NECK, DTG | 0 | none | |
| 18474 | Men's Sport Polo Shirt | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | SPORTSWEAR |