Fold 4 - Understanding why coefficient 98409461 was selected
Tag: COLLAGEN
Selected Coefficient: 98409461
Taxonomy Path: 13.1.9.6.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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 | 1.012048 | 13.1.9.6.2 | 2.6.9.1.13 (2*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 715905308 | 1.024096 | 13.5.4.7.15 | 15.7.4.5.13 (15*83^4 + 7*83^3 + 4*83^2 + 5*83 + 13) | No | |
| -240729216 | 3.000000 | -0.0.1.6.5 | -5.6.1.0.0 (-(5*83^4 + 6*83^3 + 6889)) | No |
These are the training products that have the "COLLAGEN" tag (processing sequence 4757). 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 | 715905308 | FACIAL, REVITALISING | 617495847 | SCARS, TOPICAL REMEDIES | ||
| 3155 | Nutra Organics Collagen Build with BodyBalance | 98409461 | none | 0 | SKIN TONING | ||
| 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 | -240729216 | ARTHRITIS | -339138677 | TOPICAL REMEDIES, PERSONAL CARE |