Fold 3 - Understanding why coefficient 74986 was selected
Tag: BACKPACK
Selected Coefficient: 74986
Taxonomy Path: 15.1.12
Taxonomy Name: Luggage & Bags > Backpacks > School Backpacks
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 74986 | 0.000000 | 15.1.12 | 12.1.15 (12*79^2 + 79 + 15) | Luggage & Bags > Backpacks > School Backpacks | Yes |
These are the training products that have the "BACKPACK" tag (processing sequence 1085). 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 |
|---|---|---|---|---|---|---|---|
| 10248 | Canvas leather mini backpack - Brown | 74986 | Luggage & Bags > Backpacks > School Backpacks | none | 0 | none | |
| 11026 | Growth & Change | 74986 | Luggage & Bags > Backpacks > School Backpacks | none | 0 | none |