Fold 3 - Understanding why coefficient 3457681 was selected
Tag: VALENTINE'S DAY
Selected Coefficient: 3457681
Taxonomy Path: 9.2.1.7
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Cupcakes
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3457681 | 2.000160 | 9.2.1.7 | 7.1.2.9 (7*79^3 + 6241 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Cupcakes | Yes |
| 8413035 | 2.000160 | 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 |
| -505772 | 3.000000 | -14.3.2.1 | -1.2.3.14 (-(493039 + 2*79^2 + 3*79 + 14)) | No | |
| 38950081 | 3.000000 | 0.0.0.0.1 | 1.0.0.0.0 (38950081) | No |
These are the training products that have the "VALENTINE'S DAY" tag (processing sequence 3837). 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 |
|---|---|---|---|---|---|---|---|
| 21548 | Apple Crumble | 38950081 | TARTS | 35492400 | none | ||
| 7156 | 4mm Light Pink Sugar Pearls | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 4955354 | none | |
| 21584 | Chocolate Raspberry Truffle Cupcake | 3457681 | Food, Beverages & Tobacco > Food Items > Bakery > Cupcakes | none | 0 | none | |
| 7449 | 2.5" Carnation - White | -505772 | BLOOM COLLECTION, BASE_GUMPASTE | -3963453 | none |