Fold 0 - Understanding why coefficient -197764900 was selected
Tag: ADAPTOGENIC
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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 | 2.012658 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 15456216951 | 2.037975 | 66.75.68.64.1.5 | 5.1.64.68.75.66 (5*79^5 + 38950081 + 64*79^3 + 68*79^2 + 75*79 + 66) | No | |
| -282630268 | 5.000000 | -26.4.19.20.7 | -7.20.19.4.26 (-(7*79^4 + 20*79^3 + 19*79^2 + 4*79 + 26)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 2956). 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 | 15456216951 | ALLERGIES, IMMUNITY | 15653981851 | DEPRESSION, DETOX, HORMONE BALANCE | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 0 | IMMUNITY | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | ENZYME | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -197764900 | ALLERGIES, IMMUNITY | 0 | DEPRESSION, DETOX, HORMONE BALANCE, HAIR CARE | ||
| 3064 | Dr Mercola Fermented Beta Glucans | -197764900 | MUSCLE RELIEF, IMMUNITY | 0 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | -197764900 | MUSCLE RELIEF, IMMUNITY | 0 | none | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -282630268 | ANTI-VIRAL, ALLERGIES, IMMUNITY | -84865368 | ANTI-INFLAMMATORY |