Fold 3 - Understanding why coefficient 5473776 was selected
Tag: 25-50
Selected Coefficient: 5473776
Taxonomy Path: 24.5.8.11
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 5473776 | 1.025961 | 24.5.8.11 | 11.8.5.24 (11*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | Yes |
| 78443548 | 1.025963 | 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 |
| 3008581 | 1.025963 | 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 |
| 2565470 | 1.026118 | 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 | No |
| 6946652 | 1.026438 | 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 | 1.101266 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
| 5467116 | 10.000000 | 0.0.7.11 | 11.7.0.0 (11*79^3 + 7*79^2) | No |
These are the training products that have the "25-50" tag (processing sequence 274). 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 | 72969772 | CALICO-CRITTERS | |
| 8085 | Plan Toys Stacking Rocket | 6946652 | Toys & Games > Toys > Building Toys > Wooden Blocks | none | 1472876 | PLAN-TOYS | |
| 7790 | Jellycat Sacha Snow Tiger | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | JELLYCAT, OVER-25 | |
| 7996 | Gund Pusheen 9.5" Avocado Plush | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | OVER-25 | |
| 7789 | Jellycat Alice Axolotl | 5467116 | 10-25 | -6660 | JELLYCAT, OVER-25 | ||
| 7674 | Calico Critters Chocolate Rabbit Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | -2465195 | CALICO-CRITTERS | |
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -2908306 | MELISSA-DOUG | |
| 7557 | Melissa & Doug Doctor Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -2908306 | MELISSA-DOUG | |
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -2908306 | MELISSA-DOUG | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -5379900 | OVER-25 | |
| 7606 | Swimline Hot Dog Battle Float Set | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -5379900 | OVER-25 |