Fold 1 - Understanding why coefficient 56802 was selected
Tag: CASUAL-SHOES
Selected Coefficient: 56802
Taxonomy Path: 1.8.9
Taxonomy Name: Apparel & Accessories > Shoes > Flats
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 56802 | 2.012658 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | Yes |
| 4468636 | 2.012658 | 1.1.5.9 | 9.5.1.1 (9*79^3 + 5*79^2 + 79 + 1) | No | |
| 4443592 | 3.000000 | 0.0.1.9 | 9.1.0.0 (9*79^3 + 6241) | No | |
| 4525438 | 3.000000 | 2.9.14.9 | 9.14.9.2 (9*79^3 + 14*79^2 + 9*79 + 2) | No |
These are the training products that have the "CASUAL-SHOES" tag (processing sequence 930). 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 |
|---|---|---|---|---|---|---|---|
| 11879 | Wallabees | 4525438 | AD | 4468636 | PATTERNED, SIZE-10, SIZE-7-5 | ||
| 11858 | Desert One Chelsea Boots | 4468636 | SUEDE, AD | 4411834 | DAVID-EDWARDS, SIZE-10, SIZE-7 | ||
| 10415 | Colden Chukka Boots | 4443592 | SUEDE, 100-150, AD | 4386790 | SIZE-10 | ||
| 11891 | Dayton Woven Penny Loafers | 56802 | Apparel & Accessories > Shoes > Flats | none | 0 | none |