Fold 3 - 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: 46
Unique residual values tried: 4
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 | 1.019228 | 21.4.6 | 6.4.21 (6*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Indoor Activities | No |
| 6736 | 1.556962 | 21.6.1 | 1.6.21 (6241 + 6*79 + 21) | Services > Personal Services > Beauty & Personal Care | No |
| 0 | 45.000000 | 0 | 0 (0) | No |
These are the training products that have the "CALGARY AREA" tag (processing sequence 1605). 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 |
|---|---|---|---|---|---|---|---|
| 16407 | The Locked Room Kids Party Package - Calgary Northeast | 37783 | Services > Entertainment & Recreation Services > Indoor Activities | none | 6241 | none | |
| 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 | |
| 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 | |
| 16236 | 4 Cats Kids Party Package (Edgedale Art Studio) | 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 | |
| 16241 | Arcadia Adventures 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 | |
| 16263 | Breathe Parkour Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16264 | Butterfield Acres farm Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16265 | Calgary Climbing Centre Kids Party Package (Chinook) | 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 | |
| 16269 | Colour Me Mine Kids Party Package - Fish Creek | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16270 | Colour Me Mine Kids Party Package - Kensington | 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 | |
| 16280 | Crock A Doodle 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 | |
| 16283 | Epic Fencing Club 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 | |
| 16291 | Fire Escape 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 | |
| 16303 | Heritage Park Kids Party Package | 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 | |
| 16390 | Shamrock Lanes Kids Party Package | 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 | |
| 16417 | Vin Gogh Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 16134 | KidzGo Play 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 | |
| 16415 | Vanja Kragulj Illustration Worshop Kids Party Package | 31542 | Services > Entertainment & Recreation Services > Children Activities | none | 0 | none | |
| 15972 | Hide 'n' Seek Indoor Playground and Cafe Kids Party Package - Calgary | 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 | |
| 16406 | The Locked Room Kids Party Package - Calgary Southland | 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 | |
| 16392 | Soma Spa Kids Party Package | 6736 | Services > Personal Services > Beauty & Personal Care | none | -24806 | none | |
| 16395 | Spiderman at-home Birthday Party (Calgary) | 0 | AGE GROUP_3-4 YEARS OLD | -31542 | none |