Fold 2 - Understanding why coefficient -158271760 was selected
Tag: ANTI-VIRAL
Selected Coefficient: -158271760
Taxonomy Path: -0.0.1.5.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -158271760 | 2.000160 | -0.0.1.5.4 | -4.5.1.0.0 (-(4*79^4 + 5*79^3 + 6241)) | Yes | |
| 15541082319 | 2.000160 | 0.0.0.0.4.5 | 5.4.0.0.0.0 (5*79^5 + 4*79^4) | No | |
| 6419 | 3.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 39493140 | 3.000000 | 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 | No |
These are the training products that have the "ANTI-VIRAL" tag (processing sequence 3131). 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 |
|---|---|---|---|---|---|---|---|
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15541082319 | IMMUNE | 15699354079 | none | ||
| 3166 | Plant Potions Organic Hand Hygiene Rub | 39493140 | Health & Beauty > Health Care > First Aid > Antiseptics & Cleaning Supplies > Antiseptic Gels & Sprays | none | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none |
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | EMOTIONAL BALANCE, HEART CHAKRA | 158278179 | DEPRESSION, RESTORATIVE | |
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | -158271760 | IMMUNE | 0 | none |