Fold 3 - Understanding why coefficient -238958743 was selected
Tag: IMMUNE SYSTEM
Selected Coefficient: -238958743
Taxonomy Path: -0.0.76.2.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -238958743 | 3.000145 | -0.0.76.2.5 | -5.2.76.0.0 (-(5*83^4 + 2*83^3 + 76*83^2)) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| -110325 | 4.000000 | -18.1.16 | -16.1.18 (-(16*83^2 + 83 + 18)) | No | |
| 1253894 | 4.000000 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 240206077 | 4.000000 | 10.5.8.5.5 | 5.5.8.5.10 (5*83^4 + 5*83^3 + 8*83^2 + 5*83 + 10) | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 5666). 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 |
|---|---|---|---|---|---|---|---|
| 19817 | Echinacea Angustifolia Root Extract | 240206077 | STIMULATING | 479164820 | none | ||
| 19730 | Boneset Extract | 1253894 | none | 240212637 | none | ||
| 19761 | C.S.A. Formula™ | 0 | CRYTOLEPIS | 238958743 | none | ||
| 19731 | Buhner-Pan Kit | -110325 | BUHNER, BUNDLE, RED SAGE | 238848418 | none | ||
| 19750 | Cleavers Extract | -238958743 | DIGESTION | 0 | none |