Fold 1 - Understanding why coefficient 334964274380 was selected
Tag: EYELINER
Selected Coefficient: 334964274380
Taxonomy Path: 13.3.2.6.3.2.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 334964274380 | 0.000000 | 13.3.2.6.3.2.1 | 1.2.3.6.2.3.13 (326940373369 + 2*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 15901982297 | 0.000000 | 13.3.2.6.3.4 | 4.3.6.2.3.13 (4*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 331072692058 | 0.000000 | 13.3.2.6.4.1.1 | 1.1.4.6.2.3.13 (326940373369 + 3939040643 + 4*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "EYELINER" tag (processing sequence 4784). 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 |
|---|---|---|---|---|---|---|---|
| 8055 | SIGMA IVY- Eyeshadow Palette | 334964274380 | none | 0 | SIGMA MAKEUP | ||
| 8058 | SIGMA SPICY- Eyeshadow Palette | 334964274380 | none | 0 | SIGMA MAKEUP | ||
| 8053 | Sigma Blush - Sunset Kiss | 331072692058 | none | -3891582322 | SIGMA MAKEUP | ||
| 31195 | Eye Liner Pencils - Ben Nye | 15901982297 | none | -319062292083 | DARK BROWN, MAKEUP |