Fold 0 - Understanding why coefficient -197764900 was selected
Tag: IMMUNE SYSTEM
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197764900 | 2.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -1086026 | 2.000160 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No | |
| -196185835 | 3.000000 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | No | |
| 196285783 | 3.000000 | 13.1.9.3.5 | 5.3.9.1.13 (5*79^4 + 3*79^3 + 9*79^2 + 79 + 13) | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 3028). 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 | 196285783 | COOLING, SIMPLE EXTRACTS, BUHNER EXTRACTS | 394050683 | BITTER | ||
| 19731 | Buhner-Pan Kit | -1086026 | BUHNER, CORDYCEPS, BAIKAL, RED SAGE | 196678874 | none | ||
| 19750 | Cleavers Extract | -196185835 | SIMPLE EXTRACTS | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | |
| 19817 | Echinacea Angustifolia Root Extract | -197764900 | SIMPLE EXTRACTS, IMMUNITY | 0 | none |