Fold 0 - Understanding why coefficient 18903 was selected
Tag: MERMAID
Selected Coefficient: 18903
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? |
|---|---|---|---|---|---|
| 18903 | 2.000000 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 8413035 | 2.000000 | 9.2.5.17 | 17.5.2.9 (17*79^3 + 5*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
These are the training products that have the "MERMAID" tag (processing sequence 144). 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 |
|---|---|---|---|---|---|---|---|
| 7253 | Teal-Purple-Lime Green Sprinkles (Jimmies) | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 8394132 | COLOR_ASSORTED, COLOR_PURPLE | |
| 7267 | Teal-Purple-White Sprinkles (Jimmies) | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 8394132 | COLOR_ASSORTED, COLOR_PURPLE | |
| 12764 | Cute Mermaid Sea Letter K Applique DL155 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 13608 | Cute Mermaid Sea Number 11 Applique HB095 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none |