Fold 1 - Understanding why coefficient -165686173 was selected
Tag: GT PARTS
Selected Coefficient: -165686173
Taxonomy Path: -26.1.4.20.4
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? |
|---|---|---|---|---|---|
| -165686173 | 4.000000 | -26.1.4.20.4 | -4.20.4.1.26 (-(4*79^4 + 20*79^3 + 4*79^2 + 79 + 26)) | Yes | |
| -165686168 | 4.000000 | -21.1.4.20.4 | -4.20.4.1.21 (-(4*79^4 + 20*79^3 + 4*79^2 + 79 + 21)) | No | |
| -77925822 | 4.000000 | -64.8.4.0.2 | -2.0.4.8.64 (-(2*79^4 + 4*79^2 + 8*79 + 64)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 9392810 | 4.000000 | 26.1.4.19 | 19.4.1.26 (19*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts | No |
These are the training products that have the "GT PARTS" tag (processing sequence 4511). 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 |
|---|---|---|---|---|---|---|---|
| 17972 | All Terrain Belt | 9392810 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts | none | 175078983 | none | |
| 17919 | Precision Ceramic Bearings | 0 | TRUCK PARTS COLLECTION | 165686173 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Wheel Parts | none | |
| 17702 | Ultimate Refresh Kit | -77925822 | ALL TERRAIN TYRES COLLECTION, BEARINGS & LUBRICANT COLLECTION, GRIP TAPE COLLECTION, TRUCK PARTS COLLECTION | 87760351 | PLACCDLR | ||
| 17749 | Performance Pack | -165686168 | TRUCK PARTS COLLECTION | 5 | Bundles | PLACCDLR | |
| 17748 | Refresh Kit | -165686173 | ALL TERRAIN TYRES COLLECTION, TRUCK PARTS COLLECTION | 0 | PLACCDLR |