Fold 1 - Understanding why coefficient 4025525 was selected
Tag: TENCEL
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: 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 | 0.000162 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 574252 | 0.000166 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 5498401 | 0.000641 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "TENCEL" tag (processing sequence 2882). 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 |
|---|---|---|---|---|---|---|---|
| 6109 | Morelia Pant | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 1472876 | none | |
| 6083 | Darcie Dress- Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DRESSES | 0 | none | |
| 6106 | Amalia Dress - Malibu | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DRESSES | 0 | none | |
| 6108 | Bree Dress - Starlight Grey | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DRESSES | 0 | none | |
| 6105 | Solange Waist Tie Top - Optic White | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | none |