Fold 2 - Understanding why coefficient 21166 was selected
Tag: ITTY-BITTY
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 21166 | 1.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 1.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 606731 | 1.000290 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ITTY-BITTY" tag (processing sequence 6716). 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 |
|---|---|---|---|---|---|---|---|
| 22581 | 14k Itty Bitty Tennis Racket Necklace | 606731 | NECKLACES, CATEGORY: SHORT PENDANTS | 585565 | none | ||
| 22577 | 14k Itty Bitty Smiley Face with Diamond Eyes Necklace | 55611 | NECKLACES, CATEGORY: SHORT PENDANTS | 34445 | none | ||
| 22579 | 14k Itty Bitty Tennis Racket Bracelet | 21166 | none | 0 | none | ||
| 22578 | 14k Itty Bitty Smiley Face with Diamond Eyes Stud | 0 | STUD-EARRINGS | -21166 | none |