Fold 1 - Understanding why coefficient 103 was selected
Tag: SYMPATHY
Selected Coefficient: 103
Taxonomy Path: 20.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 103 | 0.000000 | 20.1 | 1.20 (83 + 20) | Yes |
These are the training products that have the "SYMPATHY" tag (processing sequence 1418). 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 |
|---|---|---|---|---|---|---|---|
| 26960 | The FTD Angel Wings Casket Spray | 103 | none | 0 | none | ||
| 26968 | The FTD Splendor Wreath | 103 | none | 0 | none | ||
| 26969 | The FTD Treasured Tribute Wreath | 103 | none | 0 | none | ||
| 26970 | The FTD Radiant Remembrance Wreath | 103 | none | 0 | none |