Fold 2 - Understanding why coefficient -15550 was selected
Tag: COACHELLA
Selected Coefficient: -15550
Taxonomy Path: -1.6.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -15550 | 2.000000 | -1.6.3 | -3.6.1 (-(3*71^2 + 6*71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "COACHELLA" tag (processing sequence 588). 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 |
|---|---|---|---|---|---|---|---|
| 251 | Citrine Cluster Earrings | 0 | EARRINGS | 15550 | Apparel & Accessories > Jewelry > Bracelets | DAINTY | |
| 257 | Faceted Citrine Drop Necklace | 0 | ADJUSTABLE | 15550 | Apparel & Accessories > Jewelry > Bracelets | DAINTY | |
| 271 | Intention Bracelet (Large) | -15550 | BOHO, BRACELET | 0 | FESTIVALLIFE, STERLING SILVER | ||
| 272 | Rise Above Multi Strand Necklace | -15550 | ADJUSTABLE, BOHO | 0 | DAINTY, FESTIVALLIFE, STERLING SILVER |