Fold 3 - Understanding why coefficient 4009490 was selected
Tag: DESSERT FORTIFIED
Selected Coefficient: 4009490
Taxonomy Path: 9.1.1.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 4009490 | 1.000000 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DESSERT FORTIFIED" tag (processing sequence 1276). 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 |
|---|---|---|---|---|---|---|---|
| 14918 | Marsala 750ml | 4009490 | none | 0 | none | ||
| 14942 | Pius Auslese 2023 375ml | 4009490 | none | 0 | none | ||
| 15090 | Cooking Sherry 750ml | 4009490 | none | 0 | none | ||
| 14890 | Muscat St. Jean de Minervois 500ml | 0 | ORGANIC-WINES | -4009490 | none |