Fold 4 - Understanding why coefficient 20855 was selected
Tag: APPLIQUE
Selected Coefficient: 20855
Taxonomy Path: 22.2.3
Taxonomy Name: Software > Digital Goods & Currency > Digital Artwork
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20855 | 2.000000 | 22.2.3 | 3.2.22 (3*83^2 + 2*83 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 8071352350 | 2.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*83^5 + 4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "APPLIQUE" tag (processing sequence 4730). 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 |
|---|---|---|---|---|---|---|---|
| 13681 | Cute Bunny Face Kawaii Applique AN009 | 8071352350 | none | 8071331495 | KAWAII | ||
| 24372 | Frankie Patternlet Embroidery File | 8071352350 | none | 8071331495 | none | ||
| 12764 | Cute Mermaid Sea Letter K Applique DL155 | 20855 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 13608 | Cute Mermaid Sea Number 11 Applique HB095 | 20855 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none |