Fold 0 - Understanding why coefficient -357216643 was selected
Tag: ADAPTOGENIC
Selected Coefficient: -357216643
Taxonomy Path: -52.6.41.13.9
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? |
|---|---|---|---|---|---|
| -357216643 | 4.000000 | -52.6.41.13.9 | -9.13.41.6.52 (-(9*79^4 + 13*79^3 + 41*79^2 + 6*79 + 52)) | Yes | |
| 15501589179 | 4.000160 | 66.77.70.77.2.5 | 5.2.77.70.77.66 (5*79^5 + 2*79^4 + 77*79^3 + 70*79^2 + 77*79 + 66) | No | |
| -158814819 | 4.000160 | -13.1.9.6.4 | -4.6.9.1.13 (-(4*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| -112899532 | 4.012658 | -0.77.77.70.2 | -2.70.77.77.0 (-(2*79^4 + 70*79^3 + 77*79^2 + 77*79)) | No | |
| 15541082319 | 4.012658 | 0.0.0.0.4.5 | 5.4.0.0.0.0 (5*79^5 + 4*79^4) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 3034). 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 | 15541082319 | IMMUNE | 15898298962 | ALLERGIES, RECOVERY, DEPRESSION, WELL-BEING, WELLNESS, DETOX, BRAIN HEALTH, MENOPAUSE | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15501589179 | ANTI-VIRAL, IMMUNE | 15858805822 | ALLERGIES, RECOVERY, WELLNESS | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -112899532 | IMMUNE | 244317111 | ALLERGIES, DIGESTIVE, RECOVERY, DEPRESSION, WELL-BEING, WELLNESS, DETOX, BRAIN HEALTH, HAIR CARE, MENOPAUSE | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -158814819 | IMMUNE, HERBAL | 198401824 | ENZYME | ||
| 3064 | Dr Mercola Fermented Beta Glucans | -357216643 | MINERAL, IMMUNE, MUSCLE RELIEF, REVITALISING, HERBAL | 0 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | -357216643 | MINERAL, IMMUNE, MUSCLE RELIEF, REVITALISING, HERBAL | 0 | none |