Fold 1 - Understanding why coefficient 574252 was selected
Tag: $20 - $40
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 574252 | 0.000002 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 4518564 | 0.000004 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
These are the training products that have the "$20 - $40" tag (processing sequence 209). 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 |
|---|---|---|---|---|---|---|---|
| 331 | Halter Crochet Tank Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 3944312 | none | |
| 373 | Leopard Ruffled V-Neck Peplum Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 419 | Polka Dot Short Flounce Sleeve Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none |