Fold 3 - Understanding why coefficient -98354253 was selected
Tag: ARTHRITIS
Selected Coefficient: -98354253
Taxonomy Path: -0.0.1.6.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -98354253 | 1.000290 | -0.0.1.6.2 | -2.6.1.0.0 (-(2*83^4 + 6*83^3 + 6889)) | Yes | |
| 0 | 1.000290 | 0 | 0 (0) | No | |
| 240674104 | 1.000290 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No | |
| 240784424 | 3.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 4718). 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 | 339138677 | none | ||
| 19890 | Nettle ROOT Extract | 240674104 | JOINTS | 339028357 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | WOUND CARE | 98354253 | ALLERGY | ||
| 3139 | Nature's Kiss Antiflamme Joints | -98354253 | COLLAGEN | 0 | none |