Fold 4 - Understanding why coefficient -197714880 was selected
Tag: COLLAGEN
Selected Coefficient: -197714880
Taxonomy Path: -0.0.1.6.5
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? |
|---|---|---|---|---|---|
| -197714880 | 1.000000 | -0.0.1.6.5 | -5.6.1.0.0 (-(5*79^4 + 6*79^3 + 6241)) | Yes | |
| 783451703 | 1.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
These are the training products that have the "COLLAGEN" tag (processing sequence 3338). 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 | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 981166583 | SCARS | |
| 3139 | Nature's Kiss Antiflamme Joints | -197714880 | ARTHRITIS | 0 | none |