Fold 4 - Understanding why coefficient 4025525 was selected
Tag: COTTON TSHIRT
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: 3
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 | 3.000160 | 0 | 0 (0) | No | |
| 4000481 | 3.000320 | 0.0.9.8 | 8.9.0.0 (8*79^3 + 9*79^2) | No |
These are the training products that have the "COTTON TSHIRT" tag (processing sequence 1125). 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 |
|---|---|---|---|---|---|---|---|
| 13275 | Basic T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 13313 | Shoulder Pad T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 13314 | Shoulder Pad Top with Pearls | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 13300 | Oversized Mickey Mouse Tshirt with hood | 4000481 | COTTON DRESS SHIRT | -25044 | none | ||
| 13274 | Basic Striped long Sleeves Mini Dress | 0 | COTTON DRESS SHIRT | -4025525 | MINI DRESS | ||
| 13299 | Oversized Fashion Dress Shirt | 0 | COTTON DRESS SHIRT | -4025525 | none |