Fold 2 - Understanding why coefficient 5016661 was selected
Tag: AUSTRALIAN MADE
Selected Coefficient: 5016661
Taxonomy Path: 14.12.1.14
Taxonomy Name: Home & Garden > Lawn & Garden > Gardening > Plant Stands
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 5016661 | 1.000000 | 14.12.1.14 | 14.1.12.14 (14*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Plant Stands | Yes |
| 574 | 3.000000 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | No |
These are the training products that have the "AUSTRALIAN MADE" tag (processing sequence 469). 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 |
|---|---|---|---|---|---|---|---|
| 5381 | Hexagonal Plant Bench | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | COMMERCIAL | |
| 8179 | The Potting Bench - Wheelchair Accessible | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | COMMERCIAL | |
| 8182 | Round Bench with Top Rail. Size: 1000mm diameter. | 5016661 | Home & Garden > Lawn & Garden > Gardening > Plant Stands | none | 0 | COMMERCIAL | |
| 5404 | Brewing Heat Pad - Redzone - Flexible (range of sizes available) | 574 | Business & Industrial > Food Service | none | -5016087 | none |