Fold 0 - Understanding why coefficient -196678874 was selected
Tag: BAIKAL
Selected Coefficient: -196678874
Taxonomy Path: -0.0.72.3.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -196678874 | 3.012818 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | Yes | |
| -986078 | 3.012818 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| -99698 | 3.025316 | -0.77.15 | -15.77.0 (-(15*79^2 + 77*79)) | No | |
| -1285922 | 5.000000 | -39.3.48.2 | -2.48.3.39 (-(2*79^3 + 48*79^2 + 3*79 + 39)) | No | |
| -1086026 | 5.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No | |
| 99948 | 5.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "BAIKAL" tag (processing sequence 3970). 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 |
|---|---|---|---|---|---|---|---|
| 19964 | Systemic Endothelial Support | 99948 | Health & Beauty > Health Care > Medicine & Drugs | RED SAGE, JAPANESE KNOTWEED | 196778822 | none | |
| 19751 | Open Breath Formula | -99698 | LUNGS, SIDA, ELEUTHERO | 196579176 | none | ||
| 19753 | Systemic Endothelial Support GLYCERITE | -986078 | RED SAGE, JAPANESE KNOTWEED, KIDS PAGE | 195692796 | none | ||
| 19731 | Buhner-Pan Kit | -1086026 | BUHNER, RHODIOLA, RED SAGE, JAPANESE KNOTWEED | 195592848 | IMMUNE SYSTEM | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -1285922 | RHODIOLA, RED SAGE, ELEUTHERO, KIDS PAGE | 195392952 | none | ||
| 19886 | Myco Formula | -196678874 | LIVER | 0 | none |