Fold 0 - Understanding why coefficient -4506252 was selected
Tag: COLLAGEN
Selected Coefficient: -4506252
Taxonomy Path: -13.3.11.9
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4506252 | 1.000000 | -13.3.11.9 | -9.11.3.13 (-(9*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 783501723 | 1.000000 | 26.4.10.9.20 | 20.9.10.4.26 (20*79^4 + 9*79^3 + 10*79^2 + 4*79 + 26) | No |
These are the training products that have the "COLLAGEN" tag (processing sequence 3285). 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 | 783501723 | REVITALISING | 788007975 | SCARS | ||
| 3139 | Nature's Kiss Antiflamme Joints | -4506252 | MUSCLE RELIEF, CIRCULATION | 0 | JOINT FUNCTION |