Fold 1 - Understanding why coefficient 1870590 was selected
Tag: 25-50
Selected Coefficient: 1870590
Taxonomy Path: 24.5.16.5
Taxonomy Name: Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 1870590 | 1.043245 | 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 | Yes |
| 3977728 | 1.043251 | 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 | 1.043254 | 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 |
| 2188173 | 1.043254 | 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 | No |
| 5046420 | 1.043841 | 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 |
| 3972308 | 12.000000 | 0.0.7.11 | 11.7.0.0 (11*71^3 + 7*71^2) | No |
These are the training products that have the "25-50" tag (processing sequence 286). 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 | 49351390 | CALICO-CRITTERS | |
| 8085 | Plan Toys Stacking Rocket | 5046420 | Toys & Games > Toys > Building Toys > Wooden Blocks | none | 3175830 | PLAN-TOYS | |
| 7790 | Jellycat Sacha Snow Tiger | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2107138 | 50-75 | |
| 7996 | Gund Pusheen 9.5" Avocado Plush | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2107138 | META-FILTER-AGE-9-10-YEARS | |
| 7789 | Jellycat Alice Axolotl | 3972308 | 10-25 | 2101718 | none | ||
| 7622 | Calico Critters Pookie Panda Family | 2188173 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 317583 | CALICO-CRITTERS | |
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7549 | Melissa & Doug Examine & Treat Pet Vet Play Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7557 | Melissa & Doug Doctor Role Play Costume Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | 1870590 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7606 | Swimline Hot Dog Battle Float Set | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -1794738 | META-FILTER-AGE-9-10-YEARS | |
| 7584 | Swimline Rainbow Island Float | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -1794738 | META-FILTER-AGE-9-10-YEARS | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -1794738 | META-FILTER-AGE-9-10-YEARS |