Fold 4 - Understanding why coefficient 20855 was selected
Tag: DANDELION
Selected Coefficient: 20855
Taxonomy Path: 22.2.3
Taxonomy Name: Software > Digital Goods & Currency > Digital Artwork
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 20855 | 2.000000 | 22.2.3 | 3.2.22 (3*83^2 + 2*83 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 1825681 | 2.000000 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 240674104 | 2.000000 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No |
These are the training products that have the "DANDELION" tag (processing sequence 6219). 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 |
|---|---|---|---|---|---|---|---|
| 19764 | Dandelion Root Extract | 240674104 | SIMPLE EXTRACTS | 240653249 | none | ||
| 19768 | Digestive Herbal Bitters Formula | 1825681 | none | 1804826 | GINGER | ||
| 12694 | Dandelion Motif Filled Design FL005 | 20855 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none |