Fold 4 - Understanding why coefficient -711 was selected
Tag: PLACCDLR
Selected Coefficient: -711
Taxonomy Path: -0.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -711 | 2.012658 | -0.9 | -9.0 (-(9*79)) | Yes | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| 12592 | 3.000000 | 31.1.2 | 2.1.31 (2*79^2 + 79 + 31) | No | |
| 43331209 | 3.000000 | 25.78.69.8.1 | 1.8.69.78.25 (38950081 + 8*79^3 + 69*79^2 + 78*79 + 25) | No |
These are the training products that have the "PLACCDLR" tag (processing sequence 4378). 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 |
|---|---|---|---|---|---|---|---|
| 17962 | Nose Guard | 43331209 | PROTECTION | 43331920 | TRUCK PARTS COLLECTION | ||
| 17749 | Performance Pack | 12592 | BUSHING & PIVOT CUPS COLLECTION, BEARINGS COLLECTION, GT PARTS | 13303 | TRUCK PARTS COLLECTION | ||
| 17702 | Ultimate Refresh Kit | 0 | GRIP TAPE COLLECTION, ALL TERRAIN TYRES COLLECTION, BUSHING & PIVOT CUPS COLLECTION, BEARINGS COLLECTION, GT PARTS | 711 | TRUCK PARTS COLLECTION | ||
| 17811 | Evolve Backpack | -711 | BAG | 0 | none |