Fold 0 - Understanding why coefficient 5 was selected
Tag: GT PARTS
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 5 | 4.000000 | 5 | 5 (5) | Yes | |
| 10 | 4.000000 | 10 | 10 (10) | Furniture | No |
| 10877731 | 4.000000 | 0.0.2.19 | 19.2.0.0 (19*83^3 + 2*83^2) | No | |
| 201296694 | 4.000000 | 31.1.4.20.4 | 4.20.4.1.31 (4*83^4 + 20*83^3 + 4*83^2 + 83 + 31) | No | |
| 296756839 | 4.000000 | 50.75.82.20.6 | 6.20.82.75.50 (6*83^4 + 20*83^3 + 82*83^2 + 75*83 + 50) | No |
These are the training products that have the "GT PARTS" tag (processing sequence 6939). 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 |
|---|---|---|---|---|---|---|---|
| 17702 | Ultimate Refresh Kit | 296756839 | KTAT, GRIP TAPE COLLECTION, FOR YOUR BOARD, TRUCK PARTS COLLECTION, BEARING SET, BEARINGS & LUBRICANT COLLECTION, STREET XMAS | 296756834 | PLACCDLR, ALL TERRAIN TIRES COLLECTION | ||
| 17919 | Precision Ceramic Bearings | 201296694 | TRUCK PARTS COLLECTION, BEARING SET, STREET XMAS | 201296689 | ALL TERRAIN TIRES COLLECTION, BFCM VIP 50%OFF_HARDWARE | ||
| 17972 | All Terrain Belt | 10877731 | KTAT | 10877726 | none | ||
| 17749 | Performance Pack | 10 | Furniture | TRUCK PARTS COLLECTION, BEARING SET, STREET XMAS | 5 | PLACCDLR, ALL TERRAIN TIRES COLLECTION, BFCM VIP 50%OFF_HARDWARE | |
| 17748 | Refresh Kit | 5 | KTAT, TRUCK PARTS COLLECTION, BEARING SET, STREET XMAS | 0 | PLACCDLR, ALL TERRAIN TIRES COLLECTION |