Fold 1 - Understanding why coefficient -192699108 was selected
Tag: ANTI-VIRAL
Selected Coefficient: -192699108
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? |
|---|---|---|---|---|---|
| -192699108 | 2.000145 | -0.0.1.5.4 | -4.5.1.0.0 (-(4*83^4 + 5*83^3 + 6889)) | Yes | |
| 1687805 | 2.000145 | 0.0.79.2 | 2.79.0.0 (2*83^3 + 79*83^2) | No | |
| -240784424 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| 48085316 | 3.000000 | 13.1.8.1.1 | 1.1.8.1.13 (47458321 + 571787 + 8*83^2 + 83 + 13) | No |
These are the training products that have the "ANTI-VIRAL" tag (processing sequence 4708). 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 |
|---|---|---|---|---|---|---|---|
| 3166 | Plant Potions Organic Hand Hygiene Rub | 48085316 | none | 240784424 | FIRST AID | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 1687805 | REVITALISING | 194386913 | RESTORATIVE | ||
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | -192699108 | IMMUNE | 0 | FIRST AID | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -240784424 | VITAMIN D, IMMUNE | -48085316 | RECOVERY, CARDIOVASCULAR |