Fold 3 - Understanding why coefficient 2858935 was selected
Tag: KIDS GLYCERITES
Selected Coefficient: 2858935
Taxonomy Path: 0.0.0.5
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 2858935 | 3.000292 | 0.0.0.5 | 5.0.0.0 (5*83^3) | Yes | |
| 0 | 3.000292 | 0 | 0 (0) | No | |
| 1116018 | 3.000435 | 0.0.79.1 | 1.79.0.0 (571787 + 79*83^2) | No | |
| 239530530 | 3.000435 | 0.0.76.3.5 | 5.3.76.0.0 (5*83^4 + 3*83^3 + 76*83^2) | No | |
| 1825681 | 5.000145 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 5.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -110320 | 6.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No |
These are the training products that have the "KIDS GLYCERITES" tag (processing sequence 5387). 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 |
|---|---|---|---|---|---|---|---|
| 19871 | Kids Immune Boost GLYCERITE | 240784424 | none | 237925489 | KIDS PAGE | ||
| 19822 | Elderberry Elixir | 239530530 | COLD | 236671595 | KIDS PAGE | ||
| 19899 | Peaceful Center Formula GLYCERITE | 2858935 | LINDEN | 0 | none | ||
| 19972 | Tummy Comfort GLYCERITE | 1825681 | none | -1033254 | DIGESTION, KIDS PAGE | ||
| 19725 | Sinus Clear Formula GLYCERITE | 1116018 | CONGESTION | -1742917 | ALLERGY, CALENDULA, KIDS PAGE | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 0 | ELEUTHERO, ISATIS | -2858935 | RED SAGE, KIDS PAGE | ||
| 19891 | Neurocore Formula GLYCERITE | -110320 | ELEUTHERO, BRAIN | -2969255 | KIDS PAGE |