Fold 0 - Understanding why coefficient 4025525 was selected
Tag: CREWNECK
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 14
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 | 1.000010 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6983759 | 1.000016 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 0 | 13.000000 | 0 | 0 (0) | No |
These are the training products that have the "CREWNECK" tag (processing sequence 2516). 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 |
|---|---|---|---|---|---|---|---|
| 3925 | Pretty Plaid Men's Classic French Terry Crewneck Pullover | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 3929 | Red Autumn Men's Classic French Terry Crewneck Pullover | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 3939 | Smooth Plaid Men's Classic French Terry Crewneck Pullover | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | CLASSIC | |
| 4311 | Tribal Cloth Men's Classic French Terry Crewneck Pullover | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 4450 | Tribal Top Men's Classic French Terry Crewneck Pullover | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | JOGGER SET | |
| 18087 | "The Vulcan" Half-Face Spock Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18250 | Galaxy Spock Unisex Long Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18252 | Men's Trekkie Sketch All-over T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18254 | Galaxy Spock Short-Sleeve Unisex T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18256 | LLAP Short-Sleeve Unisex T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18260 | Peace Love LLAP Women's Relaxed Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18265 | LLAP Hand Salute Unisex T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18266 | Remake of Leonard Nimoy's Famous "Leonard Who?" Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18283 | Peace.Love.LLAP Unisex T-Shirt - Crewneck and V-Neck | 0 | V-NECK | -4025525 | none |