Fold 2 - Understanding why coefficient 20776 was selected
Tag: AUTO
Selected Coefficient: 20776
Taxonomy Path: 26.1.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 20776 | 3.000147 | 26.1.3 | 3.1.26 (3*83^2 + 83 + 26) | Yes | |
| 98368140 | 3.000147 | 26.1.3.6.2 | 2.6.3.1.26 (2*83^4 + 6*83^3 + 3*83^2 + 83 + 26) | No | |
| 4037063 | 3.000290 | 26.1.5.7 | 7.5.1.26 (7*83^3 + 5*83^2 + 83 + 26) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -12103049977 | 5.000000 | -20.1.5.2.6.3 | -3.6.2.5.1.20 (-(3*83^5 + 6*83^4 + 2*83^3 + 5*83^2 + 83 + 20)) | No |
These are the training products that have the "AUTO" tag (processing sequence 6037). 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 |
|---|---|---|---|---|---|---|---|
| 16702 | Dash Camera Explon | 98368140 | none | 98347364 | none | ||
| 16698 | Car Steering Wheel Tray | 4037063 | none | 4016287 | none | ||
| 16697 | Car LED Strip Light - 4pcs 48 LED | 20776 | none | 0 | none | ||
| 8577 | Tire Care Kit - Tire Soap 16oz, Rubber Care 16oz, Tire Brush, Aero Microfiber Towels, and Rubber Care Applicator. | 0 | BIKE | -20776 | none | ||
| 8618 | Rubber Care Kit - Rubber & Plastics Conditioner and Protectant w/ Rubber Care 16oz, Aero Microfiber Towels, and Applicator | 0 | BIKE | -20776 | none | ||
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | -12103049977 | BIKE | -12103070753 | BOAT |