Fold 3 - Understanding why coefficient 19523 was selected
Tag: DINING SET
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: 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? |
|---|---|---|---|---|---|
| 19523 | 0.000000 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
These are the training products that have the "DINING SET" tag (processing sequence 1191). 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 |
|---|---|---|---|---|---|---|---|
| 18768 | Madisson Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 18785 | Dining Table | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 18791 | Queensland Dinning Table 321 | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none |