Fold 1 - Understanding why coefficient 4025525 was selected
Tag: SMYTHE BLAZER
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 | 1.000162 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 81213 | 1.000164 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | No |
| -425392721 | 1.000481 | -78.77.62.72.10 | -10.72.62.77.78 (-(10*79^4 + 72*79^3 + 62*79^2 + 77*79 + 78)) | No | |
| 311600648 | 4.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No |
These are the training products that have the "SMYTHE BLAZER" tag (processing sequence 2727). 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 |
|---|---|---|---|---|---|---|---|
| 1029 | Not a DB Pagoda Blazer | 311600648 | BABY PINK | 307575123 | none | ||
| 1047 | Rifle-Patch Equestrain Blazer | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BLAZERS | 0 | none | |
| 1065 | Surplus Blazer | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BLAZERS | 0 | none | |
| 1078 | Waistcoat | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | -3944312 | none | |
| 1033 | One Button Blazer | -425392721 | BLAZERS | -429418246 | none |