Fold 4 - Understanding why coefficient -238386956 was selected
Tag: BITTER
Selected Coefficient: -238386956
Taxonomy Path: -0.0.76.1.5
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? |
|---|---|---|---|---|---|
| -238386956 | 1.000145 | -0.0.76.1.5 | -5.1.76.0.0 (-(5*83^4 + 571787 + 76*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| 240784424 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "BITTER" tag (processing sequence 6199). 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 |
|---|---|---|---|---|---|---|---|
| 19740 | Chaga Tea | 240784424 | none | 479171380 | none | ||
| 19743 | Chinese Cat's Claw Extract | 0 | SIMPLE EXTRACTS | 238386956 | none | ||
| 19744 | Chinese Coptis Extract | -238386956 | IMMUNE, COLD, SIMPLE EXTRACTS | 0 | none |