Fold 4 - Understanding why coefficient -339138677 was selected
Tag: TOPICAL REMEDIES
Selected Coefficient: -339138677
Taxonomy Path: -13.1.10.12.7
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? |
|---|---|---|---|---|---|
| -339138677 | 2.000000 | -13.1.10.12.7 | -7.12.10.1.13 (-(7*83^4 + 12*83^3 + 10*83^2 + 83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 514505122 | 2.000000 | 74.1.68.69.10 | 10.69.68.1.74 (10*83^4 + 69*83^3 + 68*83^2 + 83 + 74) | No |
These are the training products that have the "TOPICAL REMEDIES" tag (processing sequence 6306). 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 | 514505122 | FACIAL, REVITALISING, COLLAGEN, SCARS | 853643799 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | WOUND CARE | 339138677 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | -339138677 | ARTHRITIS, COLLAGEN | 0 | PERSONAL CARE |