Fold 2 - Understanding why coefficient 77893670 was selected
Tag: PALM TREE ART
Selected Coefficient: 77893670
Taxonomy Path: 65.75.77.78.1
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? |
|---|---|---|---|---|---|
| 77893670 | 1.000000 | 65.75.77.78.1 | 1.78.77.75.65 (38950081 + 78*79^3 + 77*79^2 + 75*79 + 65) | Yes | |
| 77912573 | 1.000000 | 8.78.1.0.2 | 2.0.1.78.8 (2*79^4 + 6241 + 78*79 + 8) | No |
These are the training products that have the "PALM TREE ART" tag (processing sequence 2255). 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 | 77912573 | PRINT, AUSTRALIAN MADE, KAHUNA BAY | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | |
| 14066 | Le Flower | 77893670 | PRINT, AUSTRALIAN MADE, FLOWER, KAHUNA BAY | 0 | none |