Fold 0 - Understanding why coefficient 592629 was selected
Tag: FUDGE FLAVORS BY THE SLICE
Selected Coefficient: 592629
Taxonomy Path: 9.2.3.1
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 592629 | 0.000005 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | Yes | |
| 1164416 | 0.000010 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "FUDGE FLAVORS BY THE SLICE" tag (processing sequence 3371). 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 |
|---|---|---|---|---|---|---|---|
| 4318 | European Dark Fudge | 1164416 | none | 571787 | none | ||
| 4292 | Chocolate Pecan Turtle Fudge | 1164416 | none | 571787 | none | ||
| 4298 | Creamy Chocolate Fudge | 1164416 | none | 571787 | none | ||
| 4337 | Caramel Apple Pie | 592629 | none | 0 | none | ||
| 4339 | Penuche Fudge | 592629 | none | 0 | none | ||
| 4281 | Birthday Cake Fudge | 592629 | none | 0 | none | ||
| 4356 | Turtle Cheesecake Fudge | 592629 | none | 0 | none | ||
| 4335 | Maple Pecan Fudge | 592629 | none | 0 | none | ||
| 4336 | Mint Chocolate Fudge | 592629 | none | 0 | none |