Fold 1 - Understanding why coefficient 18828 was selected
Tag: CAR
Selected Coefficient: 18828
Taxonomy Path: 26.1.3
Taxonomy Name: Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Electronics
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? |
|---|---|---|---|---|---|
| 18828 | 1.000160 | 26.1.3 | 3.1.26 (3*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Electronics | Yes |
| 3482583 | 1.000160 | 26.1.5.7 | 7.5.1.26 (7*79^3 + 5*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Repair & Specialty Tools | No |
| 4444317 | 2.000000 | 14.9.1.9 | 9.1.9.14 (9*79^3 + 6241 + 9*79 + 14) | Home & Garden > Household Appliances > Climate Control Appliances > Humidifiers | No |
These are the training products that have the "CAR" tag (processing sequence 4001). 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 |
|---|---|---|---|---|---|---|---|
| 16566 | USB Car Humidifier | 4444317 | Home & Garden > Household Appliances > Climate Control Appliances > Humidifiers | none | 4425489 | none | |
| 16698 | Car Steering Wheel Tray | 3482583 | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Repair & Specialty Tools | none | 3463755 | none | |
| 16697 | Car LED Strip Light - 4pcs 48 LED | 18828 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Electronics | none | 0 | none |