Fold 4 - Understanding why coefficient 423516 was selected
Tag: CROP TOP
Selected Coefficient: 423516
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 423516 | 0.000003 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 2928893 | 0.000003 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "CROP TOP" tag (processing sequence 75). 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 |
|---|---|---|---|---|---|---|---|
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2505377 | SHIRT, APPAREL, CLOTHING | |
| 74 | Peach Sequins Crop Top | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none |