Fold 2 - Understanding why coefficient 599295 was selected
Tag: PEACH
Selected Coefficient: 599295
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 599295 | 2.012660 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 2571451 | 2.012662 | 1.2.17.5 | 5.17.2.1 (5*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | No |
| 50561 | 2.037975 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "PEACH" tag (processing sequence 4030). 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 |
|---|---|---|---|---|---|---|---|
| 8908 | Red Bull Racing F1 New Era Seasonal Bucket Hat | 2571451 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 1972156 | none | |
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 12036 | Men's Soho by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | -548734 | none | |
| 6378 | A&A PUMPKIN BALSAMIC | 0 | BALSAMIC VINEGAR REDUCTION | -599295 | none | ||
| 7192 | GEORGIA PEACH | 0 | CLEAN | -599295 | none |