Fold 2 - Understanding why coefficient -530980 was selected
Tag: ALLERGIES
Selected Coefficient: -530980
Taxonomy Path: -21.6.6.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -530980 | 1.000000 | -21.6.6.1 | -1.6.6.21 (-(493039 + 6*79^2 + 6*79 + 21)) | Yes | |
| 15540551339 | 1.000000 | 58.72.72.77.3.5 | 5.3.77.72.72.58 (5*79^5 + 3*79^4 + 77*79^3 + 72*79^2 + 72*79 + 58) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ALLERGIES" tag (processing sequence 4070). 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 |
|---|---|---|---|---|---|---|---|
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15540551339 | IMMUNE, WELLNESS | 15541082319 | none | ||
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 0 | ANTIOXIDANT | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -530980 | IMMUNE, OILS, BRAIN HEALTH, DIGESTIVE, BLOOD PRESSURE, WELLNESS | 0 | KETOSIS, DEPRESSION, HAIR CARE |