Fold 0 - Understanding why coefficient 506 was selected
Tag: MSI
Selected Coefficient: 506
Taxonomy Path: 8.6
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 506 | 0.024096 | 8.6 | 6.8 (6*83 + 8) | Yes | |
| 423 | 0.060241 | 8.5 | 5.8 (5*83 + 8) | No |
These are the training products that have the "MSI" tag (processing sequence 3195). 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 |
|---|---|---|---|---|---|---|---|
| 16731 | MSI 24” FHD 144Hz 1ms 16:9 HDMI/DP AMD Radeon Gaming Monitor (OPTIX G241) Black 824142202517 [New] | 506 | none | 0 | none | ||
| 16738 | MSI GT 1030 2GD4 LP OC Computer Graphics Cards [NEW] | 506 | none | 0 | none | ||
| 16733 | MSI Computer V809-2277R Video Card (GTX 1050 TI 4GT OC) | 506 | none | 0 | none | ||
| 16730 | MSI 24.5” FHD Narrow Bezel 240Hz 1ms Gaming Monitor (OPTIX MAG251RX) Black 824142196588 [New] | 506 | none | 0 | none | ||
| 16735 | MSI G241VC, 24" Gaming Monitor, 1920 x 1080 (FHD), VA, 75Hz, FreeSync, VGA Port HDMI, Tilt | 506 | none | 0 | none | ||
| 16734 | MSI Computer Video Graphic Cards GeForce GTX 1050 TI GAMING X 4G, 4GB 824142152881 [Used] | 423 | none | -83 | none | ||
| 16737 | MSI Graphic Cards GT 1030 2GH LP OC [NEW] | 423 | none | -83 | none |