Fold 0 - Understanding why coefficient -196185835 was selected
Tag: IMMUNE SYSTEM
Selected Coefficient: -196185835
Taxonomy Path: -0.0.72.2.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -196185835 | 3.012818 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | Yes | |
| 0 | 3.012818 | 0 | 0 (0) | No | |
| 99698 | 3.025316 | 0.77.15 | 15.77.0 (15*79^2 + 77*79) | No | |
| 197764900 | 4.000160 | 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 |
| 1086026 | 4.000160 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | No |
| 195592848 | 5.000000 | 66.77.55.1.5 | 5.1.55.77.66 (5*79^4 + 493039 + 55*79^2 + 77*79 + 66) | No |
These are the training products that have the "IMMUNE SYSTEM" tag (processing sequence 3995). 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 | 393950735 | none | |
| 19731 | Buhner-Pan Kit | 195592848 | BUHNER, RHODIOLA, RED SAGE, JAPANESE KNOTWEED, BAIKAL | 391778683 | none | ||
| 19730 | Boneset Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 197271861 | none | |
| 19761 | C.S.A. Formula™ | 99698 | CRYTOLEPIS | 196285533 | none | ||
| 19762 | C.S.A Formula™ GLYCERITE | 0 | GLYCERITES, CRYTOLEPIS, SIDA | 196185835 | none | ||
| 19750 | Cleavers Extract | -196185835 | DIGESTION | 0 | none |