Fold 1 - Understanding why coefficient 62481 was selected
Tag: APPETITE
Selected Coefficient: 62481
Taxonomy Path: 71.0.10
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? |
|---|---|---|---|---|---|
| 62481 | 1.000000 | 71.0.10 | 10.0.71 (10*79^2 + 71) | Yes | |
| 116931543 | 1.000000 | 9.2.13.0.3 | 3.0.13.2.9 (3*79^4 + 13*79^2 + 2*79 + 9) | No |
These are the training products that have the "APPETITE" tag (processing sequence 451). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 116931543 | ALL AGES | 116869062 | DELICIOUS, FOOD, VITALITY, RAW, OMEGA | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 62481 | ALKALINE | 0 | DAIRY FREE, DELICIOUS, DIGESTION, MEN'S HEALTH, WELL-BEING |