Fold 3 - Understanding why coefficient 100914 was selected
Tag: COURT MAINTENANCE
Selected Coefficient: 100914
Taxonomy Path: 23.1.20
Taxonomy Name: Sporting Goods > Athletics > Tennis
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 100914 | 1.000000 | 23.1.20 | 20.1.23 (20*71^2 + 71 + 23) | Sporting Goods > Athletics > Tennis | Yes |
| 2934300 | 2.000000 | 12.6.14.8 | 8.14.6.12 (8*71^3 + 14*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Hardware Fasteners > Washers | No |
These are the training products that have the "COURT MAINTENANCE" tag (processing sequence 984). 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 | 2934300 | Hardware > Hardware Accessories > Hardware Fasteners > Washers | none | 2833386 | none | |
| 7390 | Rain Shuttle Replacement Blade | 100914 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7574 | Line Scrub Replacement Brush (non-swivel unit) | 100914 | Sporting Goods > Athletics > Tennis | none | 0 | none |