Fold 3 - Understanding why coefficient 4381182 was selected
Tag: CIRCULATION
Selected Coefficient: 4381182
Taxonomy Path: 0.0.70.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4381182 | 0.012658 | 0.0.70.8 | 8.70.0.0 (8*79^3 + 70*79^2) | Yes | |
| 195723843 | 0.012658 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 992). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 195723843 | ORGANIC | 191342661 | SKIN | ||
| 6653 | Grapefruit | 4381182 | ACNE, AROMATHERAPY | 0 | COLD PRESSED |