Fold 3 - Understanding why coefficient -7058 was selected
Tag: KAHUNA BAY
Selected Coefficient: -7058
Taxonomy Path: -3.2.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -7058 | 4.000000 | -3.2.1 | -1.2.3 (-(6889 + 2*83 + 3)) | Yes | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 1143574 | 4.000003 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 96080977 | 6.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*83^4 + 2*83^3 + 3*83^2 + 83 + 11) | No |
These are the training products that have the "KAHUNA BAY" tag (processing sequence 5385). 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 |
|---|---|---|---|---|---|---|---|
| 14068 | Cocoa Nut Palm | 96080977 | TROPICAL ART | 96088035 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | CANVAS | |
| 14011 | Beach Lunch | 1143574 | TROPICAL ART | 1150632 | none | ||
| 14049 | Feeling Good One Night | 0 | TROPICAL ART | 7058 | none | ||
| 14069 | Coconut Palm by the Pool | 0 | TROPICAL ART | 7058 | none | ||
| 14066 | Le Flower | -7058 | PALM TREE ART, TROPICAL ART | 0 | none | ||
| 14064 | Blue Flower | -7058 | BLUE AND WHITE, TROPICAL ART | 0 | none | ||
| 14067 | Le Coconut | -7058 | PALM TREE ART, TROPICAL ART | 0 | none |