Fold 1 - Understanding why coefficient 162517 was selected
Tag: BOAT
Selected Coefficient: 162517
Taxonomy Path: 14.3.26
Taxonomy Name: Home & Garden > Decor > Door Mats
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 162517 | 2.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | Yes |
| -1018067 | 3.000000 | -73.9.5.2 | -2.5.9.73 (-(2*79^3 + 5*79^2 + 9*79 + 73)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BOAT" tag (processing sequence 821). 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 |
|---|---|---|---|---|---|---|---|
| 1597 | Yacht, Boat & Marine Custom Design Mats (including Delivery) | 162517 | Home & Garden > Decor > Door Mats | none | 0 | LOGOMAT | |
| 8308 | Yacht, Boat & Marine Mats (including Delivery) WITHOUT PRINTABLE FILE | 162517 | Home & Garden > Decor > Door Mats | none | 0 | LOGOMAT | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | 0 | AIRCRAFT, ALL, AUTO | -162517 | EXTERIOR | ||
| 8619 | Waterless Wash Wax Mop Kits | -1018067 | AIRCRAFT, ALL | -1180584 | EXTERIOR |