Fold 1 - Understanding why coefficient 48636449 was selected
Tag: CAR ACCESSORIES
Selected Coefficient: 48636449
Taxonomy Path: 26.1.5.2.1
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? |
|---|---|---|---|---|---|
| 48636449 | 1.000145 | 26.1.5.2.1 | 1.2.5.1.26 (47458321 + 2*83^3 + 5*83^2 + 83 + 26) | Yes | |
| 98368140 | 1.000145 | 26.1.3.6.2 | 2.6.3.1.26 (2*83^4 + 6*83^3 + 3*83^2 + 83 + 26) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CAR ACCESSORIES" tag (processing sequence 6192). 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 |
|---|---|---|---|---|---|---|---|
| 28220 | TripCam PRO - Car 1080P Dual Lens Dash Camera | 98368140 | none | 49731691 | none | ||
| 28214 | WashBoss - Rotating Car Wash Brush | 48636449 | none | 0 | none | ||
| 17624 | Animal Leopard Print Car Cup Holder Coaster, Personalized Car Cup Holder Coaster, Car Coasters, Leopard Ceramic Absorbent Car Coasters | 0 | CAR DECOR | -48636449 | none |