Fold 0 - Understanding why coefficient 31542 was selected
Tag: OTTAWA
Selected Coefficient: 31542
Taxonomy Path: 21.4.5
Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 31542 | 0.000000 | 21.4.5 | 5.4.21 (5*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Children Activities | Yes |
These are the training products that have the "OTTAWA" tag (processing sequence 591). 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 |
|---|---|---|---|---|---|---|---|
| 15973 | At-Home Hip Pop Party (Gatineau and Ottawa) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR BOYS | |
| 16140 | Magician birthday party with Abracadabra | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | THEME_MAGIC, PREFERENCE_BIRTHDAY FOR BOYS | |
| 16248 | At-home Face painting party (Ottawa/Gatineau) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR BOYS | |
| 16250 | At-home Superhero birthday party with Spiderman Gift (Gatineau/Ottawa) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR BOYS | |
| 16254 | Balloon Twisting Party (Ottawa and Gatineau) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR BOYS | |
| 16282 | Dinosaur Party | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR BOYS |