Fold 1 - Understanding why coefficient 13606 was selected
Tag: BEST
Selected Coefficient: 13606
Taxonomy Path: 18.14.2
Taxonomy Name: Office Supplies > Shipping Supplies > Packing Materials
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 13606 | 0.000000 | 18.14.2 | 2.14.18 (2*79^2 + 14*79 + 18) | Office Supplies > Shipping Supplies > Packing Materials | Yes |
These are the training products that have the "BEST" tag (processing sequence 1405). 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 |
|---|---|---|---|---|---|---|---|
| 5090 | Data Protection Stamp | 13606 | Office Supplies > Shipping Supplies > Packing Materials | none | 0 | GADGET |