Fold 0 - Understanding why coefficient 137886 was selected
Tag: COURT MAINTENANCE
Selected Coefficient: 137886
Taxonomy Path: 23.1.20
Taxonomy Name: Sporting Goods > Athletics > Tennis
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 137886 | 1.012048 | 23.1.20 | 20.1.23 (20*83^2 + 83 + 23) | Sporting Goods > Athletics > Tennis | Yes |
| 355 | 1.048193 | 23.4 | 4.23 (4*83 + 23) | No | |
| 4671252 | 5.000000 | 12.6.14.8 | 8.14.6.12 (8*83^3 + 14*83^2 + 6*83 + 12) | Hardware > Hardware Accessories > Hardware Fasteners > Washers | No |
These are the training products that have the "COURT MAINTENANCE" tag (processing sequence 3401). 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 | 4671252 | Hardware > Hardware Accessories > Hardware Fasteners > Washers | none | 4533366 | none | |
| 7390 | Rain Shuttle Replacement Blade | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7558 | Scrusher Replacement Brush | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7559 | The Agitator 24" Hand Model Rake | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7574 | Line Scrub Replacement Brush (non-swivel unit) | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7535 | Line Scrub Swivel Line Sweeper | 355 | none | -137531 | none |