Fold 4 - Understanding why coefficient 1000 was selected
Tag: EX-CELL
Selected Coefficient: 1000
Taxonomy Path: 6.14
Taxonomy Name: Business & Industrial > Industrial Storage Accessories
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1000 | 0.028169 | 6.14 | 14.6 (14*71 + 6) | Business & Industrial > Industrial Storage Accessories | Yes |
| 21235 | 0.042254 | 6.15.4 | 4.15.6 (4*71^2 + 15*71 + 6) | Business & Industrial > Janitorial Carts & Caddies > Waste Collection Carts | No |
These are the training products that have the "EX-CELL" tag (processing sequence 704). 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 |
|---|---|---|---|---|---|---|---|
| 2321 | TRASHCAN/ OUTDOOR/ EX-CELL/ Landscape Series, 34 Gallon Trash Receptacle | 21235 | Business & Industrial > Janitorial Carts & Caddies > Waste Collection Carts | none | 20235 | none | |
| 2362 | TRASHCAN/ INDOOR/ EX-CELL/ Sanitizing Wipe Receptacle, Stainless Steel | 21235 | Business & Industrial > Janitorial Carts & Caddies > Waste Collection Carts | none | 20235 | none | |
| 2342 | TRASHCAN/ OUTDOOR/ EX-CELL/ Parks and Recreation Series, Replacement Recycle Dome LId for 55 Gal Drums, Circle opening | 1000 | Business & Industrial > Industrial Storage Accessories | none | 0 | none | |
| 2348 | TRASHCAN/ OUTDOOR/ EX-CELL/ Parks and Recreation Series, Replacement Dome Lid for 55 Gallon Drum, Pass Through | 1000 | Business & Industrial > Industrial Storage Accessories | none | 0 | none | |
| 2352 | TRASHCAN/ OUTDOOR/ EX-CELL/ Parks and Recreation Series, Replacement Recycle Dome Lid for 55 Gal Drums, Push Door | 1000 | Business & Industrial > Industrial Storage Accessories | none | 0 | none |