Fold 3 - Understanding why coefficient 124922 was selected
Tag: COURT MAINTENANCE
Selected Coefficient: 124922
Taxonomy Path: 23.1.20
Taxonomy Name: Sporting Goods > Athletics > Tennis
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 124922 | 1.025477 | 23.1.20 | 20.1.23 (20*79^2 + 79 + 23) | Sporting Goods > Athletics > Tennis | Yes |
| 81235 | 1.025957 | 23.1.13 | 13.1.23 (13*79^2 + 79 + 23) | Sporting Goods > Athletics > General Purpose Athletic Equipment | No |
| 339 | 1.063291 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | No |
| 4032172 | 7.000000 | 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 1122). 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 | 3907250 | none | |
| 7574 | Line Scrub Replacement Brush (non-swivel unit) | 124922 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7558 | Scrusher Replacement Brush | 124922 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7559 | The Agitator 24" Hand Model Rake | 124922 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7390 | Rain Shuttle Replacement Blade | 124922 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7573 | Line Master Brush Assembly | 81235 | Sporting Goods > Athletics > General Purpose Athletic Equipment | none | -43687 | none | |
| 7535 | Line Scrub Swivel Line Sweeper | 339 | Sporting Goods > Outdoor Recreation | none | -124583 | none | |
| 7572 | Gator Rake Replacement Tines | 339 | Sporting Goods > Outdoor Recreation | none | -124583 | none |