Fold 2 - Understanding why coefficient -103608 was selected
Tag: POOL-TOYS-AND-GAMES
Selected Coefficient: -103608
Taxonomy Path: -24.3.15
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -103608 | 1.000000 | -24.3.15 | -15.3.24 (-(15*83^2 + 3*83 + 24)) | Yes | |
| 103608 | 1.000000 | 24.3.15 | 15.3.24 (15*83^2 + 3*83 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
These are the training products that have the "POOL-TOYS-AND-GAMES" tag (processing sequence 5024). 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 |
|---|---|---|---|---|---|---|---|
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 103608 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 207216 | META-FILTER-AGE-9-10-YEARS | |
| 7949 | Poolmaster Floating Table Tennis Game | -103608 | POOLMASTER, OVER-25 | 0 | none |