Fold 1 - Understanding why coefficient 196722393 was selected
Tag: LED HEADLIGHTS
Selected Coefficient: 196722393
Taxonomy Path: 26.1.4.12.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 196722393 | 0.000000 | 26.1.4.12.4 | 4.12.4.1.26 (4*83^4 + 12*83^3 + 4*83^2 + 83 + 26) | Yes | |
| 101805751 | 0.000000 | 26.1.4.12.2 | 2.12.4.1.26 (2*83^4 + 12*83^3 + 4*83^2 + 83 + 26) | No |
These are the training products that have the "LED HEADLIGHTS" tag (processing sequence 3570). 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 |
|---|---|---|---|---|---|---|---|
| 29046 | NIGHT DOMINATOR 9006/HB4 LED BULB 6000 LUMENS PER BULB | 196722393 | none | 0 | none | ||
| 29047 | NIGHT DOMINATOR H11 REFLECTOR LED BULB 6000 LUMENS PER BULB | 196722393 | none | 0 | none | ||
| 29051 | KW T660/T700 Performance Headlights + ND10 H7 LED Low Beam + ND10 H1 LED High Beam Bulbs | 101805751 | none | -94916642 | none |