Fold 2 - Understanding why coefficient 339 was selected
Tag: COURT MAINTENANCE
Selected Coefficient: 339
Taxonomy Path: 23.4
Taxonomy Name: Sporting Goods > Outdoor Recreation
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? |
|---|---|---|---|---|---|
| 339 | 1.012658 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | Yes |
| 124922 | 1.012658 | 23.1.20 | 20.1.23 (20*79^2 + 79 + 23) | Sporting Goods > Athletics > Tennis | No |
| 4032172 | 2.000000 | 12.6.14.8 | 8.14.6.12 (8*79^3 + 14*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hardware Fasteners > Washers | No |
These are the training products that have the "COURT MAINTENANCE" tag (processing sequence 3721). 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 |
|---|---|---|---|---|---|---|---|
| 7501 | Line Master Hardware Pack | 4032172 | Hardware > Hardware Accessories > Hardware Fasteners > Washers | none | 4031833 | none | |
| 7390 | Rain Shuttle Replacement Blade | 124922 | Sporting Goods > Athletics > Tennis | none | 124583 | none | |
| 7572 | Gator Rake Replacement Tines | 339 | Sporting Goods > Outdoor Recreation | none | 0 | none |