Fold 4 - Understanding why coefficient -94916642 was selected
Tag: LED
Selected Coefficient: -94916642
Taxonomy Path: -0.0.0.0.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -94916642 | 2.000000 | -0.0.0.0.2 | -2.0.0.0.0 (-(2*83^4)) | Yes | |
| 20776 | 2.000000 | 26.1.3 | 3.1.26 (3*83^2 + 83 + 26) | No | |
| 1750899 | 2.000000 | 14.13.5.3 | 3.5.13.14 (3*83^3 + 5*83^2 + 13*83 + 14) | No |
These are the training products that have the "LED" tag (processing sequence 6254). 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 |
|---|---|---|---|---|---|---|---|
| 28955 | Twist LED 21W with Alluminum Finish Light Vintage Shade Adjustable Floor Lamp | 1750899 | none | 96667541 | HOME | ||
| 17955 | Prism Strip LED Lights | 20776 | none | 94937418 | none | ||
| 17763 | Bash Guard & Prism Strip Kit | -94916642 | KT | 0 | none |