Fold 0 - Understanding why coefficient -77900162 was selected
Tag: LED
Selected Coefficient: -77900162
Taxonomy Path: -0.0.0.0.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -77900162 | 1.000000 | -0.0.0.0.2 | -2.0.0.0.0 (-(2*79^4)) | Yes | |
| 18828 | 1.000000 | 26.1.3 | 3.1.26 (3*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Electronics | No |
These are the training products that have the "LED" tag (processing sequence 3309). 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 |
|---|---|---|---|---|---|---|---|
| 17955 | Prism Strip LED Lights | 18828 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Electronics | none | 77918990 | none | |
| 17763 | Bash Guard & Prism Strip Kit | -77900162 | KT | 0 | none |