Fold 0 - Understanding why coefficient -331793805 was selected
Tag: CIRCULATION
Selected Coefficient: -331793805
Taxonomy Path: -13.3.2.4.13
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? |
|---|---|---|---|---|---|
| -331793805 | 1.000000 | -13.3.2.4.13 | -13.4.2.3.13 (-(13*71^4 + 4*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 875). 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 | 0 | ORGANIC, MEMORY, BLOOD PRESSURE | 331793805 | none | ||
| 6653 | Grapefruit | -331793805 | ACNE, AROMATHERAPY | 0 | COLD PRESSED |