Fold 0 - Understanding why coefficient 99948 was selected
Tag: DANDELION
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 4
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 | 2.000002 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 1579065 | 2.000002 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
| -6312858855 | 3.000000 | -60.78.76.5.4.2 | -2.4.5.76.78.60 (-(2*79^5 + 4*79^4 + 5*79^3 + 76*79^2 + 78*79 + 60)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DANDELION" tag (processing sequence 4370). 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 |
|---|---|---|---|---|---|---|---|
| 19768 | Digestive Herbal Bitters Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 1479117 | none | |
| 19903 | Prostate Support Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19764 | Dandelion Root Extract | 0 | DIGESTION | -99948 | none | ||
| 12694 | Dandelion Motif Filled Design FL005 | -6312858855 | FLOWER | -6312958803 | none |