Fold 0 - Understanding why coefficient -50403 was selected
Tag: BRIOLETTE
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -50403 | 2.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| 1466965 | 2.000160 | 14.4.77.2 | 2.77.4.14 (2*79^3 + 77*79^2 + 4*79 + 14) | No | |
| 1498170 | 2.000160 | 14.4.3.3 | 3.3.4.14 (3*79^3 + 3*79^2 + 4*79 + 14) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 877). 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 |
|---|---|---|---|---|---|---|---|
| 272 | Rise Above Multi Strand Necklace | 1498170 | CITRINE, NECKLACE, ADJUSTABLE, ALYCIÆNGEL | 1548573 | none | ||
| 257 | Faceted Citrine Drop Necklace | 1466965 | CITRINE, NECKLACE, ADJUSTABLE | 1517368 | none | ||
| 251 | Citrine Cluster Earrings | -50403 | EARRINGS, CITRINE | 0 | none | ||
| 259 | Golden Wreath Earrings | -50403 | EARRINGS, CITRINE | 0 | FESTIVE |