Fold 3 - Understanding why coefficient 31779 was selected
Tag: NEW BORN
Selected Coefficient: 31779
Taxonomy Path: 21.7.5
Taxonomy Name: Services > Professional Services > Marketing & Advertising
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? |
|---|---|---|---|---|---|
| 31779 | 1.000000 | 21.7.5 | 5.7.21 (5*79^2 + 7*79 + 21) | Services > Professional Services > Marketing & Advertising | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "NEW BORN" tag (processing sequence 2556). 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 |
|---|---|---|---|---|---|---|---|
| 2054 | Swing Collection - Girls | 31779 | Services > Professional Services > Marketing & Advertising | none | 0 | none | |
| 2059 | Swing Collection - Boys | 31779 | Services > Professional Services > Marketing & Advertising | none | 0 | none | |
| 2052 | Starry Sky Newborn Collection - Boys | 0 | none | -31779 | none |