Fold 4 - Understanding why coefficient 31542 was selected
Tag: CALGARY AREA
Selected Coefficient: 31542
Taxonomy Path: 21.4.5
Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities
Products with this tag: 43
Unique residual values tried: 5
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 | 1.013139 | 21.4.5 | 5.4.21 (5*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Children Activities | Yes |
| 37783 | 1.018907 | 21.4.6 | 6.4.21 (6*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Indoor Activities | No |
| 19060 | 1.019067 | 21.4.3 | 3.4.21 (3*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Event Planning | No |
| 6736 | 1.518987 | 21.6.1 | 1.6.21 (6241 + 6*79 + 21) | Services > Personal Services > Beauty & Personal Care | No |
| 0 | 42.000000 | 0 | 0 (0) | No |
These are the training products that have the "CALGARY AREA" tag (processing sequence 1651). 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 |
|---|---|---|---|---|---|---|---|
| 16403 | The Beach YYC Kids Party Package | 37783 | Services > Entertainment & Recreation Services > Indoor Activities | none | 6241 | none | |
| 16391 | Slab Kids Party Package | 37783 | Services > Entertainment & Recreation Services > Indoor Activities | none | 6241 | none | |
| 16139 | Laser City Kids Party Package - South Calgary | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16182 | Passion for Glass Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16183 | Pegasus Gym Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16185 | Pinnovate DIY Studio Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16187 | Play Play Play Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16237 | 4 Cats Kids Party Package (Inglewood Art Studio) | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16240 | Ambition Performing Arts Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16251 | Axe Games Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16257 | Big Fun Inflatable ParkKids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16258 | B-Line Indoor Bike Park Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16261 | Bowling Depot Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16263 | Breathe Parkour Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16267 | Colour Me Mine Kids Party Package - Aspen Landing | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16268 | Colour Me Mine Kids Party Package - Creekside | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16271 | Colour Me Mine Kids Party Package - Mckenzie Towne | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16272 | Colour Me Mine Kids Party Package - Uptown | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16273 | Colour on Fire Art Studio & School Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16275 | Altadore Gymnastic Club Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16276 | Bricks 4 Kidz Kids Party Package - Calgary | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16281 | Dance With France Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16284 | Escape 60 Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16286 | Exit Calgary Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16293 | Flip Factory Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16294 | Flying Squirrel Trampoline Park Kids Party Package - Calgary | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16321 | PopArts Studio Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16326 | Raw Canvas Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16390 | Shamrock Lanes Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16415 | Vanja Kragulj Illustration Worshop Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16138 | Laser City Kids Party Package - North Calgary | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16413 | TreeHouse Kids Party Package - Calgary North | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16414 | TreeHouse Kids Party Package - Calgary South | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16136 | Kyle Shewfelt Gymnastics Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16394 | Speeders Kids Party Package - Calgary | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16401 | Telus Spark Science Centre Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16404 | The Big Box Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16405 | The Little Gym Ardrie Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16408 | The Locked Room Kids Party Package - Calgary Southeast | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16412 | Toppler Bowl Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16297 | Granary Road Kids Party Package | 19060 | Services > Entertainment & Recreation Services > Event Planning | none | -12482 | none | |
| 16392 | Soma Spa Kids Party Package | 6736 | Services > Personal Services > Beauty & Personal Care | none | -24806 | none | |
| 16395 | Spiderman at-home Birthday Party (Calgary) | 0 | PREFERENCE_BIRTHDAY FOR BOYS | -31542 | none |