Fold 1 - Understanding why coefficient 731096 was selected
Tag: ELEGANCE COLLECTION
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 731096 | 3.000000 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "ELEGANCE COLLECTION" tag (processing sequence 686). 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 |
|---|---|---|---|---|---|---|---|
| 3514 | Elegance Box - "Congratulations" 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3512 | Elegance Box - "Happy Birthday" 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3516 | Elegance Box - "Thank You" 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3517 | Elegance Box - All Dome Collection 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3468 | Elegance Box - Assorted Chocolates 48 piece | 0 | BEST SELLERS | -731096 | none | ||
| 3515 | Elegance Box - All Dark Chocolates 16 piece | 0 | BEST SELLERS | -731096 | none | ||
| 3467 | Elegance Box - Assorted Chocolates 32 piece | 0 | BEST SELLERS | -731096 | none |