Fold 1 - Understanding why coefficient 5016661 was selected
Tag: COMMERCIAL
Selected Coefficient: 5016661
Taxonomy Path: 14.12.1.14
Taxonomy Name: Home & Garden > Lawn & Garden > Gardening > Plant Stands
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 5016661 | 0.000000 | 14.12.1.14 | 14.1.12.14 (14*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Plant Stands | Yes |
These are the training products that have the "COMMERCIAL" tag (processing sequence 956). 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 |
|---|---|---|---|---|---|---|---|
| 8198 | Orchid / Low Bench with Rail | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | none | |
| 8203 | Display Flat Pack Plant Stand | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | none | |
| 8230 | Table/Platform Stand | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | none |