Fold 1 - Understanding why coefficient 8413035 was selected
Tag: SUGAR CRYSTALS
Selected Coefficient: 8413035
Taxonomy Path: 9.2.5.17
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations
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? |
|---|---|---|---|---|---|
| 8413035 | 1.000000 | 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 | Yes |
| 16826070 | 1.000000 | 18.4.10.34 | 34.10.4.18 (34*79^3 + 10*79^2 + 4*79 + 18) | No |
These are the training products that have the "SUGAR CRYSTALS" tag (processing sequence 2826). 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 |
|---|---|---|---|---|---|---|---|
| 7197 | Mint Green Sugar Crystals | 16826070 | COLOR_GREEN | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | |
| 7213 | Royal Blue Sugar Crystals | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none |