Fold 4 - Understanding why coefficient 2928893 was selected
Tag: AIR
Selected Coefficient: 2928893
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing 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? |
|---|---|---|---|---|---|
| 2928893 | 1.000198 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 20236 | 1.000397 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AIR" tag (processing sequence 197). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | FALL, LEISURE | |
| 280 | BF Tee, LIGHT Jersey | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | FALL, LEISURE | |
| 281 | EZ Dress, LIGHT Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2908657 | LEISURE, LINGERIE | |
| 283 | EZ Dress, SHEER Jersey | 0 | JERSEY | -2928893 | LEISURE, LINGERIE |