Fold 2 - Understanding why coefficient -197329296 was selected
Tag: BRIOLETTE
Selected Coefficient: -197329296
Taxonomy Path: -15.17.18.5.5
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? |
|---|---|---|---|---|---|
| -197329296 | 2.000000 | -15.17.18.5.5 | -5.5.18.17.15 (-(5*79^4 + 5*79^3 + 18*79^2 + 17*79 + 15)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 210803001 | 3.000000 | 33.9.44.32.5 | 5.32.44.9.33 (5*79^4 + 32*79^3 + 44*79^2 + 9*79 + 33) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 871). 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 | 210803001 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BOHO | 408132297 | COACHELLA | ||
| 257 | Faceted Citrine Drop Necklace | 0 | NECKLACE, CITRINE, GIFT, ADJUSTABLE | 197329296 | COACHELLA | ||
| 250 | Charmed Mandala Necklace | -197329296 | NECKLACE, CITRINE, GIFT | 0 | none | ||
| 251 | Citrine Cluster Earrings | -197329296 | EARRINGS, CITRINE, GIFT | 0 | COACHELLA |