Fold 0 - Understanding why coefficient 2565470 was selected
Tag: 25-50
Selected Coefficient: 2565470
Taxonomy Path: 24.5.16.5
Taxonomy Name: Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 2565470 | 0.025797 | 24.5.16.5 | 5.16.5.24 (5*79^3 + 16*79^2 + 5*79 + 24) | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | Yes |
| 3008581 | 0.025959 | 24.5.8.6 | 6.8.5.24 (6*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | No |
| 78443548 | 0.025959 | 24.5.8.1.2 | 2.1.8.5.24 (2*79^4 + 493039 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | No |
| 6946652 | 0.026118 | 24.5.7.14 | 14.7.5.24 (14*79^3 + 7*79^2 + 5*79 + 24) | Toys & Games > Toys > Building Toys > Wooden Blocks | No |
| 93876 | 0.075949 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
These are the training products that have the "25-50" tag (processing sequence 281). 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 | 78443548 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 75878078 | CALICO-CRITTERS | |
| 8085 | Plan Toys Stacking Rocket | 6946652 | Toys & Games > Toys > Building Toys > Wooden Blocks | none | 4381182 | PLAN-TOYS | |
| 7622 | Calico Critters Pookie Panda Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 443111 | CALICO-CRITTERS | |
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7549 | Melissa & Doug Examine & Treat Pet Vet Play Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7557 | Melissa & Doug Doctor Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7584 | Swimline Rainbow Island Float | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2471594 | META-FILTER-AGE-9-10-YEARS | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2471594 | META-FILTER-AGE-9-10-YEARS |