Fold 4 - Understanding why coefficient 103608 was selected
Tag: OVER-25
Selected Coefficient: 103608
Taxonomy Path: 24.3.15
Taxonomy Name: Toys & Games > Outdoor Play Equipment > Water Play Equipment
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 103608 | 2.012048 | 24.3.15 | 15.3.24 (15*83^2 + 3*83 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | Yes |
| 6345208 | 2.024096 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "OVER-25" tag (processing sequence 4032). 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 | 6345208 | none | 6241600 | KAWAII | ||
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 103608 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7606 | Swimline Hot Dog Battle Float Set | 103608 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7789 | Jellycat Alice Axolotl | 0 | JELLYCAT | -103608 | 10-25 | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | JELLYCAT | -103608 | 50-75 |