Fold 3 - Understanding why coefficient -195199757 was selected
Tag: MENOPAUSE
Selected Coefficient: -195199757
Taxonomy Path: -0.0.72.0.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -195199757 | 1.025477 | -0.0.72.0.5 | -5.0.72.0.0 (-(5*79^4 + 72*79^2)) | Yes | |
| 0 | 1.025477 | 0 | 0 (0) | No | |
| 392864867 | 1.037975 | 0.2.65.6.10 | 10.6.65.2.0 (10*79^4 + 6*79^3 + 65*79^2 + 2*79) | No | |
| 15615031770 | 1.037975 | 0.77.77.70.5.5 | 5.5.70.77.77.0 (5*79^5 + 5*79^4 + 70*79^3 + 77*79^2 + 77*79) | No | |
| -198813638 | 4.000000 | -26.4.19.8.5 | -5.8.19.4.26 (-(5*79^4 + 8*79^3 + 19*79^2 + 4*79 + 26)) | No |
These are the training products that have the "MENOPAUSE" tag (processing sequence 3882). 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 | 15615031770 | DEPRESSION, DETOX | 15810231527 | none | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 392864867 | ACNE, CRADLE CAP, INFANTS | 588064624 | none | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 0 | BREASTFEEDING | 195199757 | none | ||
| 19883 | Motherwort Extract | -195199757 | SEXUAL HEALTH | 0 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -198813638 | DIGESTIVE, DEPRESSION, DETOX, HAIR CARE | -3613881 | none |