Fold 2 - 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: 2
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? |
|---|---|---|---|---|---|
| 13606 | 1.000000 | 18.14.2 | 2.14.18 (2*79^2 + 14*79 + 18) | Office Supplies > Shipping Supplies > Packing Materials | Yes |
| 80409605 | 1.000000 | 8.7.7.5.2 | 2.5.7.7.8 (2*79^4 + 5*79^3 + 7*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Cables > Storage & Data Transfer Cables > USB Cables | No |
These are the training products that have the "BEST" tag (processing sequence 3282). 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 |
|---|---|---|---|---|---|---|---|
| 5078 | Portable Leather USB Bracelet Charging Cable | 80409605 | Electronics > Electronics Accessories > Cables > Storage & Data Transfer Cables > USB Cables | none | 80395999 | GADGET | |
| 5090 | Data Protection Stamp | 13606 | Office Supplies > Shipping Supplies > Packing Materials | none | 0 | GADGET |