Fold 2 - Understanding why coefficient 6402 was selected
Tag: KAHUNA BAY
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 6402 | 3.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 78905053 | 5.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*79^4 + 2*79^3 + 3*79^2 + 79 + 11) | No |
These are the training products that have the "KAHUNA BAY" tag (processing sequence 3071). 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 | 78905053 | TROPICAL ART, CANVAS, DESIGNER ART | 78898651 | none | ||
| 14049 | Feeling Good One Night | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | TROPICAL ART, DESIGNER ART | 0 | none | |
| 14064 | Blue Flower | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | TROPICAL ART, DESIGNER ART | 0 | none | |
| 14069 | Coconut Palm by the Pool | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | TROPICAL ART, DESIGNER ART | 0 | none | |
| 14066 | Le Flower | 0 | PALM TREE ART, TROPICAL ART, DESIGNER ART | -6402 | none | ||
| 14067 | Le Coconut | 0 | PALM TREE ART, TROPICAL ART, DESIGNER ART | -6402 | none |