Fold 4 - Understanding why coefficient 1004968 was selected
Tag: GIFT BOX
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1004968 | 1.000000 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| -954873 | 4.000000 | -0.0.74.1 | -1.74.0.0 (-(493039 + 74*79^2)) | No |
These are the training products that have the "GIFT BOX" tag (processing sequence 136). 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 | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2733 | Box of 48 Luxury Belgian Chocolates | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2734 | Box of 16 Luxury Belgian Chocolates | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2757 | Belgian Artisan Truffles Gift Boxes | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2763 | ChocoEve 8 Piece Gift Box | -954873 | MILK CHOCOLATE | -1959841 | DARK CHOCOLATE, CHOCOEVE |