Fold 1 - Understanding why coefficient 93876 was selected
Tag: OVER-25
Selected Coefficient: 93876
Taxonomy Path: 24.3.15
Taxonomy Name: Toys & Games > Outdoor Play Equipment > Water Play Equipment
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 93876 | 3.012658 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | Yes |
| 5473776 | 3.037975 | 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 |
| -56588 | 5.000000 | -24.5.9 | -9.5.24 (-(9*79^2 + 5*79 + 24)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "OVER-25" tag (processing sequence 3534). 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 | 5379900 | none | |
| 7606 | Swimline Hot Dog Battle Float Set | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7584 | Swimline Rainbow Island Float | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7949 | Poolmaster Floating Table Tennis Game | 0 | POOLMASTER | -93876 | none | ||
| 7789 | Jellycat Alice Axolotl | -56588 | JELLYCAT, TOYS-FOR-12-24-MONTH-OLDS | -150464 | none | ||
| 7790 | Jellycat Sacha Snow Tiger | -56588 | JELLYCAT, TOYS-FOR-12-24-MONTH-OLDS | -150464 | none |