Fold 1 - Understanding why coefficient -78911455 was selected
Tag: KAHUNA BAY
Selected Coefficient: -78911455
Taxonomy Path: -14.3.4.2.2
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? |
|---|---|---|---|---|---|
| -78911455 | 1.000000 | -14.3.4.2.2 | -2.2.4.3.14 (-(2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "KAHUNA BAY" tag (processing sequence 1256). 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 |
|---|---|---|---|---|---|---|---|
| 14067 | Le Coconut | 0 | AUSTRALIAN ART | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | |
| 14068 | Cocoa Nut Palm | -78911455 | AUSTRALIAN ART, CANVAS | 0 | none |