Fold 4 - Understanding why coefficient -41009845 was selected
Tag: PLSPTDLR
Selected Coefficient: -41009845
Taxonomy Path: -76.2.14.4.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -41009845 | 2.000000 | -76.2.14.4.1 | -1.4.14.2.76 (-(38950081 + 4*79^3 + 14*79^2 + 2*79 + 76)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 12587 | 2.000000 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | No |
These are the training products that have the "PLSPTDLR" tag (processing sequence 2467). 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 |
|---|---|---|---|---|---|---|---|
| 17961 | Truck Arm | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 41022432 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | TRUCK PARTS COLLECTION |
| 17968 | GT Bamboo Deck | 0 | DK | 41009845 | none | ||
| 17964 | GTX Deck | -41009845 | DK | 0 | none |