Fold 1 - Understanding why coefficient -129185640 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -129185640
Taxonomy Path: -4.70.66.5.5
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? |
|---|---|---|---|---|---|
| -129185640 | 1.000000 | -4.70.66.5.5 | -5.5.66.70.4 (-(5*71^4 + 5*71^3 + 66*71^2 + 70*71 + 4)) | Yes | |
| 203293448 | 1.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 426). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 203293448 | ACNE | 332479088 | ECZEMA | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | -129185640 | KETOGENIC | 0 | none |