Fold 4 - Understanding why coefficient 197764900 was selected
Tag: ARTHRITIS
Selected Coefficient: 197764900
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 197764900 | 0.000160 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | Yes |
| 50020 | 0.000320 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 2395). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19890 | Nettle ROOT Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3139 | Nature's Kiss Antiflamme Joints | 50020 | Health & Beauty > Health Care > First Aid | none | -197714880 | COLLAGEN |