Fold 4 - Understanding why coefficient 4025525 was selected
Tag: XL
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 6
Unique residual values tried: 4
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 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 0 | 4.012658 | 0 | 0 (0) | No | |
| 273294101 | 4.012658 | 0.9.24.1.7 | 7.1.24.9.0 (7*79^4 + 493039 + 24*79^2 + 9*79) | No | |
| -115302715 | 5.000000 | -3.3.68.75.2 | -2.75.68.3.3 (-(2*79^4 + 75*79^3 + 68*79^2 + 3*79 + 3)) | No |
These are the training products that have the "XL" tag (processing sequence 3132). 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 |
|---|---|---|---|---|---|---|---|
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 273294101 | GAZZY BY GAZZO, JACKETS | 269268576 | none | ||
| 14195 | Guinness Tucan Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14264 | Eeyore Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14266 | Chukchansi Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 7995 | Mens Black Leather Alligator Shirt Jacket Crocodile Embossed Nappa Sheepskin | 0 | NAPPA SHEEPSKIN | -4025525 | none | ||
| 14358 | Ronan Open Knit Sweater | -115302715 | SMALL, LARGE | -119328240 | none |