Fold 1 - Understanding why coefficient 15033 was selected
Tag: SPRINGVILLE
Selected Coefficient: 15033
Taxonomy Path: 10.15.2
Taxonomy Name: Furniture > Outdoor Furniture > Outdoor Furniture Sets
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 15033 | 0.012048 | 10.15.2 | 2.15.10 (2*83^2 + 15*83 + 10) | Furniture > Outdoor Furniture > Outdoor Furniture Sets | Yes |
| 21507 | 0.024096 | 10.10.3 | 3.10.10 (3*83^2 + 10*83 + 10) | No |
These are the training products that have the "SPRINGVILLE" tag (processing sequence 3649). 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 |
|---|---|---|---|---|---|---|---|
| 8393 | Springville 5pc Round Counter Dining Set | 21507 | none | 6474 | none | ||
| 8387 | Springville 5pc Round Dining Set | 15033 | Furniture > Outdoor Furniture > Outdoor Furniture Sets | none | 0 | none | |
| 8397 | Springville 3pc Round Counter Dining Set | 15033 | Furniture > Outdoor Furniture > Outdoor Furniture Sets | none | 0 | none |