Fold 1 - Understanding why coefficient -99948 was selected
Tag: IMMUNE SYSTEM
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -99948 | 4.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 986078 | 4.000002 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| 1579070 | 5.000000 | 18.1.16.3 | 3.16.1.18 (3*79^3 + 16*79^2 + 79 + 18) | No | |
| 197764900 | 5.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 3941). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197864848 | none | |
| 19750 | Cleavers Extract | 1579070 | GUT HEALTH | 1679018 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | 986078 | RED SAGE | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19761 | C.S.A. Formula™ | 0 | CRYTOLEPIS, BUHNER EXTRACTS, ANTIVIRAL, COMPOUND EXTRACT, BUHNER & KATE FORMULAS | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | |
| 19731 | Buhner-Pan Kit | -99948 | BUHNER, RED SAGE | 0 | none | ||
| 19762 | C.S.A Formula™ GLYCERITE | -99948 | GLYCERITES, CRYTOLEPIS | 0 | none |