Fold 1 - Understanding why coefficient 31542 was selected
Tag: CALGARY
Selected Coefficient: 31542
Taxonomy Path: 21.4.5
Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities
Products with this tag: 7
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 | 2.000000 | 21.4.5 | 5.4.21 (5*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Children Activities | Yes |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "CALGARY" tag (processing sequence 424). 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 |
|---|---|---|---|---|---|---|---|
| 16282 | Dinosaur Party | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR GIRLS | |
| 16287 | Face Painting Party (Calgary) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR GIRLS | |
| 16184 | Pikachu Mascot Birthday Party (Calgary) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | THEME_MASCOT, PREFERENCE_BIRTHDAY FOR GIRLS | |
| 16181 | OLAF Mascot Birthday Party (Calgary) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | THEME_MASCOT, PREFERENCE_BIRTHDAY FOR GIRLS | |
| 16253 | Balloon Twisting Party (Calgary) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | PREFERENCE_BIRTHDAY FOR GIRLS | |
| 16244 | At-home Birthday Party with Princess Belle Gift (Calgary) | 0 | THEME_PRINCESSES | -31542 | PREFERENCE_BIRTHDAY FOR GIRLS | ||
| 16243 | At-home Birthday Party with Princess Anna Gift (Calgary) | 0 | THEME_PRINCESSES | -31542 | PREFERENCE_BIRTHDAY FOR GIRLS |