Fold 0 - Understanding why coefficient -953740716 was selected
Tag: CELLULITE
Selected Coefficient: -953740716
Taxonomy Path: -0.0.0.8.20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -953740716 | 1.000002 | -0.0.0.8.20 | -20.8.0.0.0 (-(20*83^4 + 8*83^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 98409461 | 2.000000 | 13.1.9.6.2 | 2.6.9.1.13 (2*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "CELLULITE" tag (processing sequence 6166). 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 | 1052150177 | SKIN TONING, HORMONE BALANCE, KETOSIS | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 0 | SCARS | 953740716 | none | ||
| 30677 | Stone Crop Contouring Body Cream | -953740716 | MOISTURIZER | 0 | none |