Fold 2 - Understanding why coefficient 19523 was selected
Tag: SPRINGVILLE
Selected Coefficient: 19523
Taxonomy Path: 10.10.3
Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining 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? |
|---|---|---|---|---|---|
| 19523 | 0.012658 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
| 13677 | 0.025316 | 10.15.2 | 2.15.10 (2*79^2 + 15*79 + 10) | Furniture > Outdoor Furniture > Outdoor Furniture Sets | No |
These are the training products that have the "SPRINGVILLE" tag (processing sequence 2770). 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 | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 8396 | Springville 3pc Round Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 8387 | Springville 5pc Round Dining Set | 13677 | Furniture > Outdoor Furniture > Outdoor Furniture Sets | none | -5846 | none |