Fold 4 - Understanding why coefficient 34798 was selected
Tag: CALGARY AREA
Selected Coefficient: 34798
Taxonomy Path: 21.4.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 34798 | 1.012484 | 21.4.5 | 5.4.21 (5*83^2 + 4*83 + 21) | Yes | |
| 41687 | 1.017709 | 21.4.6 | 6.4.21 (6*83^2 + 4*83 + 21) | No | |
| 21020 | 1.017855 | 21.4.3 | 3.4.21 (3*83^2 + 4*83 + 21) | No | |
| 7408 | 1.493976 | 21.6.1 | 1.6.21 (6889 + 6*83 + 21) | No | |
| 0 | 42.000000 | 0 | 0 (0) | No |
These are the training products that have the "CALGARY AREA" tag (processing sequence 2286). 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 | 41687 | none | 6889 | none | ||
| 16391 | Slab Kids Party Package | 41687 | none | 6889 | none | ||
| 16139 | Laser City Kids Party Package - South Calgary | 34798 | none | 0 | none | ||
| 16182 | Passion for Glass Kids Party Package | 34798 | none | 0 | none | ||
| 16183 | Pegasus Gym Kids Party Package | 34798 | none | 0 | none | ||
| 16185 | Pinnovate DIY Studio Kids Party Package | 34798 | none | 0 | none | ||
| 16187 | Play Play Play Kids Party Package | 34798 | none | 0 | none | ||
| 16237 | 4 Cats Kids Party Package (Inglewood Art Studio) | 34798 | none | 0 | none | ||
| 16240 | Ambition Performing Arts Kids Party Package | 34798 | none | 0 | none | ||
| 16251 | Axe Games Kids Party Package | 34798 | none | 0 | none | ||
| 16257 | Big Fun Inflatable ParkKids Party Package | 34798 | none | 0 | none | ||
| 16258 | B-Line Indoor Bike Park Kids Party Package | 34798 | none | 0 | none | ||
| 16261 | Bowling Depot Kids Party Package | 34798 | none | 0 | none | ||
| 16263 | Breathe Parkour Kids Party Package | 34798 | none | 0 | none | ||
| 16267 | Colour Me Mine Kids Party Package - Aspen Landing | 34798 | none | 0 | none | ||
| 16268 | Colour Me Mine Kids Party Package - Creekside | 34798 | none | 0 | none | ||
| 16271 | Colour Me Mine Kids Party Package - Mckenzie Towne | 34798 | none | 0 | none | ||
| 16272 | Colour Me Mine Kids Party Package - Uptown | 34798 | none | 0 | none | ||
| 16273 | Colour on Fire Art Studio & School Kids Party Package | 34798 | none | 0 | none | ||
| 16275 | Altadore Gymnastic Club Kids Party Package | 34798 | none | 0 | none | ||
| 16276 | Bricks 4 Kidz Kids Party Package - Calgary | 34798 | none | 0 | none | ||
| 16281 | Dance With France Kids Party Package | 34798 | none | 0 | none | ||
| 16284 | Escape 60 Kids Party Package | 34798 | none | 0 | none | ||
| 16286 | Exit Calgary Kids Party Package | 34798 | none | 0 | none | ||
| 16291 | Fire Escape Kids Party Package | 34798 | none | 0 | none | ||
| 16293 | Flip Factory Kids Party Package | 34798 | none | 0 | none | ||
| 16321 | PopArts Studio Kids Party Package | 34798 | none | 0 | none | ||
| 16326 | Raw Canvas Kids Party Package | 34798 | none | 0 | none | ||
| 16390 | Shamrock Lanes Kids Party Package | 34798 | none | 0 | none | ||
| 16415 | Vanja Kragulj Illustration Worshop Kids Party Package | 34798 | none | 0 | none | ||
| 16138 | Laser City Kids Party Package - North Calgary | 34798 | none | 0 | none | ||
| 16413 | TreeHouse Kids Party Package - Calgary North | 34798 | none | 0 | none | ||
| 16414 | TreeHouse Kids Party Package - Calgary South | 34798 | none | 0 | none | ||
| 16136 | Kyle Shewfelt Gymnastics Kids Party Package | 34798 | none | 0 | none | ||
| 16394 | Speeders Kids Party Package - Calgary | 34798 | none | 0 | none | ||
| 16401 | Telus Spark Science Centre Kids Party Package | 34798 | none | 0 | none | ||
| 16404 | The Big Box Kids Party Package | 34798 | none | 0 | none | ||
| 16405 | The Little Gym Ardrie Kids Party Package | 34798 | none | 0 | none | ||
| 16408 | The Locked Room Kids Party Package - Calgary Southeast | 34798 | none | 0 | none | ||
| 16412 | Toppler Bowl Kids Party Package | 34798 | none | 0 | none | ||
| 16297 | Granary Road Kids Party Package | 21020 | none | -13778 | none | ||
| 16392 | Soma Spa Kids Party Package | 7408 | none | -27390 | none | ||
| 16395 | Spiderman at-home Birthday Party (Calgary) | 0 | PREFERENCE_BIRTHDAY FOR BOYS | -34798 | none |