Fold 3 - Understanding why coefficient 1789555 was selected
Tag: CIRCULATION
Selected Coefficient: 1789555
Taxonomy Path: 0.0.0.5
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? |
|---|---|---|---|---|---|
| 1789555 | 0.014085 | 0.0.0.5 | 5.0.0.0 (5*71^3) | Yes | |
| 127764003 | 0.014085 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 881). 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 | 127764003 | ORGANIC | 125974448 | none | ||
| 6653 | Grapefruit | 1789555 | AROMATHERAPY | 0 | COLD PRESSED |