Fold 4 - Understanding why coefficient 2188173 was selected
Tag: 25-50
Selected Coefficient: 2188173
Taxonomy Path: 24.5.8.6
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls
Products with this tag: 12
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 2188173 | 1.028971 | 24.5.8.6 | 6.8.5.24 (6*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | Yes |
| 3977728 | 1.028971 | 24.5.8.11 | 11.8.5.24 (11*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 51221980 | 1.028974 | 24.5.8.1.2 | 2.1.8.5.24 (2*71^4 + 357911 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | No |
| 1870590 | 1.029359 | 24.5.16.5 | 5.16.5.24 (5*71^3 + 16*71^2 + 5*71 + 24) | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | No |
| 5046420 | 1.029756 | 24.5.7.14 | 14.7.5.24 (14*71^3 + 7*71^2 + 5*71 + 24) | Toys & Games > Toys > Building Toys > Wooden Blocks | No |
| 75852 | 1.126761 | 24.3.15 | 15.3.24 (15*71^2 + 3*71 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
| 0 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "25-50" tag (processing sequence 277). 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 |
|---|---|---|---|---|---|---|---|
| 7607 | Calico Critters Toy Poodle Family | 51221980 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 49033807 | none | |
| 8085 | Plan Toys Stacking Rocket | 5046420 | Toys & Games > Toys > Building Toys > Wooden Blocks | none | 2858247 | PLAN-TOYS | |
| 7996 | Gund Pusheen 9.5" Avocado Plush | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 1789555 | OVER-25 | |
| 7790 | Jellycat Sacha Snow Tiger | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 1789555 | 50-75, OVER-25 | |
| 7622 | Calico Critters Pookie Panda Family | 2188173 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 7674 | Calico Critters Chocolate Rabbit Family | 2188173 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 7549 | Melissa & Doug Examine & Treat Pet Vet Play Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -317583 | MELISSA-DOUG | |
| 7557 | Melissa & Doug Doctor Role Play Costume Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -317583 | MELISSA-DOUG | |
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -317583 | MELISSA-DOUG | |
| 7584 | Swimline Rainbow Island Float | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2112321 | OVER-25 | |
| 7606 | Swimline Hot Dog Battle Float Set | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2112321 | OVER-25 | |
| 7789 | Jellycat Alice Axolotl | 0 | 10-25 | -2188173 | OVER-25 |