Fold 3 - Understanding why coefficient 98409461 was selected
Tag: COLLAGEN
Selected Coefficient: 98409461
Taxonomy Path: 13.1.9.6.2
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? |
|---|---|---|---|---|---|
| 98409461 | 0.000145 | 13.1.9.6.2 | 2.6.9.1.13 (2*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 "COLLAGEN" tag (processing sequence 3532). 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 |
|---|---|---|---|---|---|---|---|
| 3155 | Nutra Organics Collagen Build with BodyBalance | 98409461 | none | 0 | DIGESTION, POWDER, SKIN TONING, CLEANSE, BEAUTY | ||
| 29158 | Collagen Complex, Types I, II, III, V & X. Protein Grass Fed Blend, 90 Capsules, 1500mg | 98409461 | none | 0 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | 55208 | Health & Beauty > Health Care > First Aid | none | -98354253 | ARTHRITIS |