Fold 1 - 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: 7
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 | 0.024242 | 23.1.20 | 20.1.23 (20*83^2 + 83 + 23) | Sporting Goods > Athletics > Tennis | Yes |
| 89663 | 0.024677 | 23.1.13 | 13.1.23 (13*83^2 + 83 + 23) | No | |
| 355 | 0.060241 | 23.4 | 4.23 (4*83 + 23) | No |
These are the training products that have the "COURT MAINTENANCE" tag (processing sequence 4113). 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 |
|---|---|---|---|---|---|---|---|
| 7559 | The Agitator 24" Hand Model Rake | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7558 | Scrusher Replacement Brush | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7390 | Rain Shuttle Replacement Blade | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7574 | Line Scrub Replacement Brush (non-swivel unit) | 137886 | Sporting Goods > Athletics > Tennis | none | 0 | none | |
| 7573 | Line Master Brush Assembly | 89663 | none | -48223 | none | ||
| 7535 | Line Scrub Swivel Line Sweeper | 355 | none | -137531 | none | ||
| 7572 | Gator Rake Replacement Tines | 355 | none | -137531 | none |