Fold 0 - 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: 3
Unique residual values tried: 2
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 | 1.000000 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "OVER-25" tag (processing sequence 2451). 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 |
|---|---|---|---|---|---|---|---|
| 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 | POOL-TOYS-AND-GAMES |