Fold 1 - Understanding why coefficient 41833 was selected
Tag: STUD-EARRINGS
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 41833 | 0.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes |
These are the training products that have the "STUD-EARRINGS" tag (processing sequence 1109). 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 |
|---|---|---|---|---|---|---|---|
| 22491 | 14k 3 Prong Diamond Curved Bar Studs | 41833 | none | 0 | none | ||
| 22574 | 14k Itty Bitty Pavé Diamond FUCK Stud | 41833 | none | 0 | none | ||
| 22575 | 14k Itty Bitty Pavé Diamond Split FUCK Studs | 41833 | none | 0 | none | ||
| 22578 | 14k Itty Bitty Smiley Face with Diamond Eyes Stud | 41833 | none | 0 | COLLECTION: ITTY BITTY SYMBOLS | ||
| 22582 | 14k Itty Bitty Tennis Racket Stud | 41833 | none | 0 | COLLECTION: ITTY BITTY SYMBOLS |