Fold 0 - Understanding why coefficient 99948 was selected
Tag: RED SAGE
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 99948 | 2.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| -1086026 | 4.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "RED SAGE" tag (processing sequence 2670). 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 |
|---|---|---|---|---|---|---|---|
| 19723 | Sida PLUS Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19753 | Systemic Endothelial Support GLYCERITE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | JAPANESE KNOTWEED, KIDS PAGE, BAIKAL | |
| 19964 | Systemic Endothelial Support | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | JAPANESE KNOTWEED, BAIKAL | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 0 | RHODIOLA | -99948 | ELEUTHERO, KIDS PAGE, BAIKAL | ||
| 19731 | Buhner-Pan Kit | -1086026 | BUHNER, RHODIOLA | -1185974 | JAPANESE KNOTWEED, BAIKAL, IMMUNE SYSTEM |