Fold 4 - Understanding why coefficient -413674 was selected
Tag: META-WEEKLY-24
Selected Coefficient: -413674
Taxonomy Path: -2.4.60
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? |
|---|---|---|---|---|---|
| -413674 | 2.000000 | -2.4.60 | -60.4.2 (-(60*83^2 + 4*83 + 2)) | Yes | |
| -206837 | 2.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | No | |
| -185671 | 2.000000 | -0.79.26 | -26.79.0 (-(26*83^2 + 79*83)) | No |
These are the training products that have the "META-WEEKLY-24" tag (processing sequence 3609). 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 |
|---|---|---|---|---|---|---|---|
| 17037 | Friends Forever Bracelet | -185671 | META-COLOR:DARK | 228003 | none | ||
| 17137 | Scaredy Cat Watch | -206837 | BETAWATCH, META-COLOR:DARK | 206837 | none | ||
| 16925 | Written In The Stars Watch Band | -413674 | META-THEME:SPACE, BETAWATCH, META-COLOR:DARK | 0 | none |