Fold 1 - Understanding why coefficient 39493140 was selected
Tag: ANTI-VIRAL
Selected Coefficient: 39493140
Taxonomy Path: 13.1.8.1.1
Taxonomy Name: Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 39493140 | 0.012658 | 13.1.8.1.1 | 1.1.8.1.13 (38950081 + 493039 + 8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | Yes |
| 2041057 | 0.025316 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "ANTI-VIRAL" tag (processing sequence 2340). 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 |
|---|---|---|---|---|---|---|---|
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | 39493140 | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | none | 0 | none | |
| 3166 | Plant Potions Organic Hand Hygiene Rub | 39493140 | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | none | 0 | none | |
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | -37452083 | RESTORATIVE, DEPRESSION |