Fold 2 - Understanding why coefficient -2041057 was selected
Tag: ARTHRITIS
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -2041057 | 1.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 472). 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 | 0 | KETOGENIC | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -2041057 | ORGANIC, ACNE, ALLERGY, AROMATHERAPY | 0 | BEACH, ECZEMA, FIRST AID |