Fold 0 - Understanding why coefficient -196759932 was selected
Tag: BITTER
Selected Coefficient: -196759932
Taxonomy Path: -4.78.5.4.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -196759932 | 2.000000 | -4.78.5.4.5 | -5.4.5.78.4 (-(5*79^4 + 4*79^3 + 5*79^2 + 78*79 + 4)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 394050683 | 2.000000 | 26.2.18.9.10 | 10.9.18.2.26 (10*79^4 + 9*79^3 + 18*79^2 + 2*79 + 26) | No |
These are the training products that have the "BITTER" tag (processing sequence 3674). 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 |
|---|---|---|---|---|---|---|---|
| 19730 | Boneset Extract | 394050683 | COOLING, SIMPLE EXTRACTS, BUHNER EXTRACTS, IMMUNE SYSTEM | 590810615 | none | ||
| 19740 | Chaga Tea | 0 | MUSHROOM EXTRACTS | 196759932 | none | ||
| 19883 | Motherwort Extract | -196759932 | SEXUAL HEALTH, COOLING, SIMPLE EXTRACTS, HEART | 0 | none |