Fold 0 - Understanding why coefficient 1164416 was selected
Tag: TRUFFLES
Selected Coefficient: 1164416
Taxonomy Path: 9.2.3.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1164416 | 2.000000 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "TRUFFLES" tag (processing sequence 1268). 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 | 1164416 | none | 0 | none | ||
| 2734 | Box of 16 Luxury Belgian Chocolates | 1164416 | none | 0 | BELGIAN | ||
| 3443 | Grand Marnier Dark Chocolate Truffle | 1164416 | none | 0 | none | ||
| 3523 | Truffles - Champagne Bottle 60 Piece - PICK UP IN STORE ONLY | 0 | MILK | -1164416 | none | ||
| 3562 | Truffles - Champagne Bottle 14 Piece - PICK UP IN STORE ONLY | 0 | MILK | -1164416 | none |