Fold 1 - Understanding why coefficient 1164416 was selected
Tag: FUDGE FLAVORS BY THE SLICE
Selected Coefficient: 1164416
Taxonomy Path: 9.2.3.2
Taxonomy Name:
Products with this tag: 14
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 | 0.000010 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | Yes | |
| 592629 | 0.000014 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "FUDGE FLAVORS BY THE SLICE" tag (processing sequence 4086). 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 |
|---|---|---|---|---|---|---|---|
| 4341 | Rocky Road Fudge | 1164416 | none | 0 | none | ||
| 4291 | Chocolate Peanut Butter Fudge | 1164416 | none | 0 | none | ||
| 4292 | Chocolate Pecan Turtle Fudge | 1164416 | none | 0 | none | ||
| 4293 | Chocolate Walnut Fudge | 1164416 | none | 0 | none | ||
| 4298 | Creamy Chocolate Fudge | 1164416 | none | 0 | none | ||
| 4315 | Dark Chocolate Raspberry Fudge | 1164416 | none | 0 | none | ||
| 4316 | Dark Sea Salt Caramel Fudge | 1164416 | none | 0 | none | ||
| 4318 | European Dark Fudge | 1164416 | none | 0 | none | ||
| 4281 | Birthday Cake Fudge | 592629 | none | -571787 | none | ||
| 4335 | Maple Pecan Fudge | 592629 | none | -571787 | none | ||
| 4296 | Cookies & Cream Fudge | 592629 | none | -571787 | none | ||
| 4336 | Mint Chocolate Fudge | 592629 | none | -571787 | none | ||
| 4337 | Caramel Apple Pie | 592629 | none | -571787 | none | ||
| 4339 | Penuche Fudge | 592629 | none | -571787 | none |