Fold 0 - Understanding why coefficient 9380223 was selected
Tag: GT PARTS
Selected Coefficient: 9380223
Taxonomy Path: 0.0.2.19
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? |
|---|---|---|---|---|---|
| 9380223 | 3.000160 | 0.0.2.19 | 19.2.0.0 (19*79^3 + 2*79^2) | Yes | |
| 156293363 | 3.000160 | 0.0.0.1.4 | 4.1.0.0.0 (4*79^4 + 493039) | No | |
| -9392810 | 4.000000 | -26.1.4.19 | -19.4.1.26 (-(19*79^3 + 4*79^2 + 79 + 26)) | No | |
| -9392805 | 4.000000 | -21.1.4.19 | -19.4.1.21 (-(19*79^3 + 4*79^2 + 79 + 21)) | No | |
| 78380128 | 4.000000 | 41.71.76.0.2 | 2.0.76.71.41 (2*79^4 + 76*79^2 + 71*79 + 41) | No |
These are the training products that have the "GT PARTS" tag (processing sequence 4490). 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 |
|---|---|---|---|---|---|---|---|
| 17919 | Precision Ceramic Bearings | 156293363 | GTR PARTS, CKT, BEARINGS COLLECTION | 146913140 | none | ||
| 17702 | Ultimate Refresh Kit | 78380128 | KTAT, GTR PARTS, CKT, FOR YOUR BOARD, BEARINGS COLLECTION | 68999905 | none | ||
| 17972 | All Terrain Belt | 9380223 | KTAT, GTR PARTS, CKT | 0 | none | ||
| 17749 | Performance Pack | -9392805 | GTR PARTS, CKT, BEARINGS COLLECTION | -18773028 | none | ||
| 17748 | Refresh Kit | -9392810 | KTAT, GTR PARTS, CKT, BEARINGS COLLECTION | -18773033 | none |