Fold 3 - Understanding why coefficient -48044729 was selected
Tag: SPRING 2023
Selected Coefficient: -48044729
Taxonomy Path: -13.10.2.1.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -48044729 | 2.000000 | -13.10.2.1.1 | -1.1.2.10.13 (-(47458321 + 571787 + 2*83^2 + 10*83 + 13)) | Yes | |
| 1033613 | 2.000000 | 14.3.67.1 | 1.67.3.14 (571787 + 67*83^2 + 3*83 + 14) | No | |
| 4850107 | 2.000000 | 2.3.40.8 | 8.40.3.2 (8*83^3 + 40*83^2 + 3*83 + 2) | No |
These are the training products that have the "SPRING 2023" tag (processing sequence 6307). 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 |
|---|---|---|---|---|---|---|---|
| 11311 | Lemon City Prescription Glasses | 4850107 | TRY ON | 52894836 | none | ||
| 31559 | Hana Vase - Small | 1033613 | none | 49078342 | none | ||
| 21082 | Tropics | -48044729 | 7" | 0 | none |