Fold 3 - Understanding why coefficient -73949451 was selected
Tag: DEPRESSION
Selected Coefficient: -73949451
Taxonomy Path: -0.77.77.70.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -73949451 | 1.000000 | -0.77.77.70.1 | -1.70.77.77.0 (-(38950081 + 70*79^3 + 77*79^2 + 77*79)) | Yes | |
| 15738847219 | 1.000000 | 13.1.9.6.9.5 | 5.9.6.9.1.13 (5*79^5 + 9*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | No |
These are the training products that have the "DEPRESSION" tag (processing sequence 3170). 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 | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | none | 15812796670 | DETOX, MENOPAUSE | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -73949451 | DIGESTIVE | 0 | DETOX, HAIR CARE, MENOPAUSE |