Fold 0 - Understanding why coefficient 152179641 was selected
Tag: MENOPAUSE
Selected Coefficient: 152179641
Taxonomy Path: 45.67.51.71.3
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? |
|---|---|---|---|---|---|
| 152179641 | 4.000002 | 45.67.51.71.3 | 3.71.51.67.45 (3*79^4 + 71*79^3 + 51*79^2 + 67*79 + 45) | Yes | |
| 15614868759 | 4.000002 | 45.67.51.70.5.5 | 5.5.70.51.67.45 (5*79^5 + 5*79^4 + 70*79^3 + 51*79^2 + 67*79 + 45) | No | |
| -195199757 | 4.000160 | -0.0.72.0.5 | -5.0.72.0.0 (-(5*79^4 + 72*79^2)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 256594546 | 5.000000 | 18.26.34.46.6 | 6.46.34.26.18 (6*79^4 + 46*79^3 + 34*79^2 + 26*79 + 18) | No | |
| 431465386 | 5.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | No |
These are the training products that have the "MENOPAUSE" tag (processing sequence 4582). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15614868759 | IMMUNE, ADAPTOGENIC, ALLERGIES, RECOVERY, DEPRESSION, WELL-BEING, WELLNESS, DETOX, BRAIN HEALTH | 15462689118 | none | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 431465386 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | IMMUNE, BRAIN HEALTH | 279285745 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 256594546 | LIVER, GENTLE, MOTHERS, BABIES, INFANTS | 104414905 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 152179641 | IMMUNE, ADAPTOGENIC, ALLERGIES, DIGESTIVE, RECOVERY, DEPRESSION, WELL-BEING, WELLNESS, DETOX, BRAIN HEALTH, HAIR CARE | 0 | none | ||
| 19872 | Kudzu Root Extract | 0 | PROTEIN | -152179641 | none | ||
| 19883 | Motherwort Extract | -195199757 | SEXUAL HEALTH | -347379398 | none |