Fold 1 - Understanding why coefficient 55208 was selected
Tag: FIRST AID
Selected Coefficient: 55208
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 55208 | 3.000145 | 13.1.8 | 8.1.13 (8*83^2 + 83 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 240784424 | 3.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -3727403 | 4.000000 | -39.5.43.6 | -6.43.5.39 (-(6*83^3 + 43*83^2 + 5*83 + 39)) | No | |
| -1253894 | 4.000000 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 5643). 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 | 240784424 | ANTI-VIRAL | 240729216 | none | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | 55208 | Health & Beauty > Health Care > First Aid | none | 0 | SOUL, NEWBORNS | |
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | 0 | IMMUNE, ANTI-VIRAL | -55208 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1253894 | WOUND CARE, ANTISEPTIC | -1309102 | JOINT FUNCTION, JOINT PAIN | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -3727403 | DIFFUSION, WOUND CARE, ANTISEPTIC, FOCUS | -3782611 | none |