Fold 0 - Understanding why coefficient 731096 was selected
Tag: GIFT BOX
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 4
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 | 1.000000 | 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 |
| -690617 | 3.000000 | -0.0.66.1 | -1.66.0.0 (-(357911 + 66*71^2)) | No |
These are the training products that have the "GIFT BOX" tag (processing sequence 110). 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 |
|---|---|---|---|---|---|---|---|
| 2732 | Box of 36 Luxury Belgian Chocolates | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2733 | Box of 48 Luxury Belgian Chocolates | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2734 | Box of 16 Luxury Belgian Chocolates | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2763 | ChocoEve 8 Piece Gift Box | -690617 | MILK CHOCOLATE | -1421713 | ALL NATURAL, DARK CHOCOLATE, CHOCOEVE |