Fold 0 - Understanding why coefficient -99948 was selected
Tag: JAPANESE KNOTWEED
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -99948 | 4.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -1185974 | 5.000000 | -26.2.32.2 | -2.32.2.26 (-(2*79^3 + 32*79^2 + 2*79 + 26)) | No | |
| 5 | 5.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "JAPANESE KNOTWEED" tag (processing sequence 3068). 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 |
|---|---|---|---|---|---|---|---|
| 19969 | Tick Bundle | 5 | Bundles | none | 99953 | none | |
| 19753 | Systemic Endothelial Support GLYCERITE | 0 | RED SAGE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | KIDS PAGE, BAIKAL | |
| 19964 | Systemic Endothelial Support | 0 | RED SAGE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | BAIKAL | |
| 19866 | Japanese Knotweed PLUS GLYCERITE | -99948 | IMMUNE, ELEUTHERO | 0 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | -99948 | IMMUNE, ELEUTHERO | 0 | none | ||
| 19731 | Buhner-Pan Kit | -1185974 | BUHNER, RHODIOLA, RED SAGE | -1086026 | BAIKAL, IMMUNE SYSTEM |