Fold 1 - Understanding why coefficient 511929 was selected
Tag: CULINARY
Selected Coefficient: 511929
Taxonomy Path: 9.2.3.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy
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? |
|---|---|---|---|---|---|
| 511929 | 1.000160 | 9.2.3.1 | 1.3.2.9 (493039 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | Yes |
| 593062 | 1.000160 | 9.2.16.1 | 1.16.2.9 (493039 + 16*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | No |
| 18819 | 2.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "CULINARY" tag (processing sequence 4011). 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 |
|---|---|---|---|---|---|---|---|
| 18206 | Lavender Spices | 593062 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | 81133 | none | |
| 18188 | Lavender Honey Stir Stick Bouquet | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | 0 | none | |
| 18202 | The Lavender Cookbook | 18819 | Media > Books > Print Books | none | -493110 | MOM |