Fold 4 - Understanding why coefficient -4025525 was selected
Tag: AMERICA
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 7
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 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 37605 | 5.000000 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| -14005124 | 6.000000 | -4.4.32.28 | -28.32.4.4 (-(28*79^3 + 32*79^2 + 4*79 + 4)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "AMERICA" tag (processing sequence 3292). 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 |
|---|---|---|---|---|---|---|---|
| 11986 | Oh My Stars! Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 4063130 | none | |
| 11970 | American Flag Ribbon Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 4063130 | none | |
| 11966 | Leather Heritage Belt - Light Brown | 0 | BELTS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | -4025525 | LEGGINGS, APPAREL | 0 | none | ||
| 43 | Patriotic ‘AMERICA’ Capri Leggings | -4025525 | LEGGINGS, APPAREL | 0 | none | ||
| 42 | Patriotic ‘AMERICA’ Bikini | -4025525 | BIKINI, APPAREL | 0 | none | ||
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | -14005124 | SHIRT, CROP TOP, APPAREL, CLOTHING | -9979599 | none |