Fold 1 - Understanding why coefficient 3008581 was selected
Tag: 25-50
Selected Coefficient: 3008581
Taxonomy Path: 24.5.8.6
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 3008581 | 1.038459 | 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 | Yes |
| 5473776 | 1.038459 | 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 | No |
| 2565470 | 1.038616 | 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 |
| 93876 | 1.088608 | 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 268). 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 |
|---|---|---|---|---|---|---|---|
| 7996 | Gund Pusheen 9.5" Avocado Plush | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2465195 | OVER-25 | |
| 7790 | Jellycat Sacha Snow Tiger | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2465195 | 50-75, JELLYCAT, OVER-25, TOYS-FOR-12-24-MONTH-OLDS | |
| 7789 | Jellycat Alice Axolotl | 5467116 | 10-25 | 2458535 | JELLYCAT, OVER-25, TOYS-FOR-12-24-MONTH-OLDS | ||
| 7622 | Calico Critters Pookie Panda Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 7674 | Calico Critters Chocolate Rabbit Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -443111 | MELISSA-DOUG | |
| 7549 | Melissa & Doug Examine & Treat Pet Vet Play Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -443111 | MELISSA-DOUG | |
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | -443111 | MELISSA-DOUG | |
| 7606 | Swimline Hot Dog Battle Float Set | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2914705 | OVER-25 | |
| 7584 | Swimline Rainbow Island Float | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2914705 | OVER-25 | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -2914705 | OVER-25 |