Fold 4 - Understanding why coefficient 240784424 was selected
Tag: ARTHRITIS
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 240784424 | 0.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 55208 | 0.000290 | 13.1.8 | 8.1.13 (8*83^2 + 83 + 13) | Health & Beauty > Health Care > First Aid | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 3498). 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 | 240784424 | none | 0 | none | ||
| 19890 | Nettle ROOT Extract | 240784424 | none | 0 | JOINTS, SIMPLE EXTRACTS | ||
| 3139 | Nature's Kiss Antiflamme Joints | 55208 | Health & Beauty > Health Care > First Aid | none | -240729216 | COLLAGEN, TOPICAL REMEDIES, PERSONAL CARE |