Fold 3 - Understanding why coefficient 31542 was selected
Tag: VANCOUVER
Selected Coefficient: 31542
Taxonomy Path: 21.4.5
Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 31542 | 1.000000 | 21.4.5 | 5.4.21 (5*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Children Activities | Yes |
| -31542 | 3.000000 | -21.4.5 | -5.4.21 (-(5*79^2 + 4*79 + 21)) | No |
These are the training products that have the "VANCOUVER" tag (processing sequence 1124). 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 |
|---|---|---|---|---|---|---|---|
| 16141 | Magician birthday party with Bruce The Great | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16274 | Balloon Twisting Party (Vancouver) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16289 | Face Painting Party (Vancouver) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16282 | Dinosaur Party | -31542 | AGE GROUP_3-4 YEARS OLD, OTTAWA | -63084 | none |