Fold 1 - Understanding why coefficient 18903 was selected
Tag: DANDELION
Selected Coefficient: 18903
Taxonomy Path: 22.2.3
Taxonomy Name: Software > Digital Goods & Currency > Digital Artwork
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 18903 | 1.000000 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 99948 | 1.000000 | 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 "DANDELION" tag (processing sequence 3260). 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 |
|---|---|---|---|---|---|---|---|
| 19903 | Prostate Support Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 81045 | COMPOUND EXTRACT | |
| 12694 | Dandelion Motif Filled Design FL005 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none |