Fold 0 - Understanding why coefficient 195704645 was selected
Tag: MEN'S HEALTH
Selected Coefficient: 195704645
Taxonomy Path: 78.70.73.1.5
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 195704645 | 0.000000 | 78.70.73.1.5 | 5.1.73.70.78 (5*79^4 + 493039 + 73*79^2 + 70*79 + 78) | Yes |
These are the training products that have the "MEN'S HEALTH" tag (processing sequence 2035). 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 |
|---|---|---|---|---|---|---|---|
| 3108 | Green Trading Organic Ashwagandha Capsules | 195704645 | ORGANIC, STRESS, ANXIETY, FERTILITY | 0 | none |