Fold 0 - Understanding why coefficient -197714880 was selected
Tag: ARTHRITIS
Selected Coefficient: -197714880
Taxonomy Path: -0.0.1.6.5
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? |
|---|---|---|---|---|---|
| -197714880 | 1.000160 | -0.0.1.6.5 | -5.6.1.0.0 (-(5*79^4 + 6*79^3 + 6241)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 197764900 | 2.000000 | 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 | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 2485). 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 |
|---|---|---|---|---|---|---|---|
| 19890 | Nettle ROOT Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 395479780 | SIMPLE EXTRACTS, JOINTS | |
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 0 | MUSCLE RELIEF | 197714880 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | -197714880 | MUSCLE RELIEF | 0 | none |