Fold 4 - Understanding why coefficient 1004968 was selected
Tag: TRUFFLES
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 |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TRUFFLES" tag (processing sequence 912). 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 | |
| 3443 | Grand Marnier Dark Chocolate Truffle | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | DARK CHOCOLATE | |
| 3523 | Truffles - Champagne Bottle 60 Piece - PICK UP IN STORE ONLY | 0 | MILK | -1004968 | none |