Fold 0 - Understanding why coefficient -45647266 was selected
Tag: KETOSIS
Selected Coefficient: -45647266
Taxonomy Path: -39.7.46.13.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -45647266 | 3.000000 | -39.7.46.13.1 | -1.13.46.7.39 (-(38950081 + 13*79^3 + 46*79^2 + 7*79 + 39)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 985810005 | 3.000000 | 52.4.36.24.25 | 25.24.36.4.52 (25*79^4 + 24*79^3 + 36*79^2 + 4*79 + 52) | No | |
| 15655797890 | 3.000000 | 66.75.52.74.6.5 | 5.6.74.52.75.66 (5*79^5 + 6*79^4 + 74*79^3 + 52*79^2 + 75*79 + 66) | No |
These are the training products that have the "KETOSIS" tag (processing sequence 4354). 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 | 15655797890 | IMMUNITY, ALLERGIES, OILS, BLOOD PRESSURE, WELL-BEING, DEPRESSION, DETOX | 15701445156 | BRAIN HEALTH, JOINT FUNCTION | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 985810005 | OMEGA, IMMUNITY, PALEO, OILS | 1031457271 | BRAIN HEALTH, JOINT FUNCTION | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 0 | ENERGY, DIGESTION, PALEO, DIGESTIVE, APPETITE | 45647266 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45647266 | IMMUNITY, ALLERGIES, DIGESTIVE, OILS, BLOOD PRESSURE, WELL-BEING, HAIR CARE, DEPRESSION, DETOX | 0 | BRAIN HEALTH, JOINT FUNCTION |