Fold 3 - Understanding why coefficient 50020 was selected
Tag: COLLAGEN
Selected Coefficient: 50020
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
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? |
|---|---|---|---|---|---|
| 50020 | 0.012658 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 16324534022 | 0.012658 | 13.3.2.9.24.5 | 5.24.9.2.3.13 (5*79^5 + 24*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | No |
These are the training products that have the "COLLAGEN" tag (processing sequence 3327). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 16324534022 | REVITALISING | 16324484002 | SCARS | ||
| 3139 | Nature's Kiss Antiflamme Joints | 50020 | Health & Beauty > Health Care > First Aid | none | 0 | none |