Fold 4 - Understanding why coefficient 4025525 was selected
Tag: XS
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 5
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 | 2.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6490720 | 2.000004 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 2365260 | 3.012658 | 0.78.62.4 | 4.62.78.0 (4*79^3 + 62*79^2 + 78*79) | No |
These are the training products that have the "XS" tag (processing sequence 3772). 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 |
|---|---|---|---|---|---|---|---|
| 14390 | Corset Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 8353 | Low Flow Llamas Cropped Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14271 | Bunny WKND Shirt | XS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8156 | ADAPT Seamless Sports Bra / Black | 2365260 | FITTED | -1660265 | none | ||
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 0 | JACKETS | -4025525 | TOPS |