Fold 0 - Understanding why coefficient 731096 was selected
Tag: NOVELTIES
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 731096 | 2.000003 | 9.2.3.2 | 2.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 373185 | 2.000008 | 9.2.3.1 | 1.3.2.9 (357911 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "NOVELTIES" tag (processing sequence 1065). 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 |
|---|---|---|---|---|---|---|---|
| 2483 | Chocolate Hearts | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2502 | Football | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2720 | Rochers | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2503 | Fudge Bear | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -357911 | none | |
| 3483 | Caramel Echidna Milk Chocolate | 0 | MILK CHOCOLATE | -731096 | none | ||
| 3493 | Soccer Ball Halves Milk Chocolate - 8g | 0 | MILK CHOCOLATE | -731096 | none |