Fold 3 - Understanding why coefficient 4444791 was selected
Tag: PICTURE
Selected Coefficient: 4444791
Taxonomy Path: 14.15.1.9
Taxonomy Name: Home & Garden > Linens & Bedding > Bedding > Pillows
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 4444791 | 0.000000 | 14.15.1.9 | 9.1.15.14 (9*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Pillows | Yes |
These are the training products that have the "PICTURE" tag (processing sequence 1732). 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 |
|---|---|---|---|---|---|---|---|
| 6404 | BAB - Custom Pillow 12x12 (Washable Cover) | 4444791 | Home & Garden > Linens & Bedding > Bedding > Pillows | none | 0 | none |