Fold 2 - Understanding why coefficient 21166 was selected
Tag: MALEFICENT
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
Taxonomy Name:
Products with this tag: 6
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 | 1.000435 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 1.000435 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 62500 | 1.000581 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "MALEFICENT" tag (processing sequence 4592). 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 |
|---|---|---|---|---|---|---|---|
| 20689 | Defiant Ring | 62500 | none | 41334 | none | ||
| 20643 | Gossamer Necklace | 55611 | none | 34445 | none | ||
| 20724 | Petite Necklace | 55611 | none | 34445 | none | ||
| 20664 | Defiant Cuff | 21166 | none | 0 | none | ||
| 20698 | Maleficent Bracelet | 21166 | none | 0 | none | ||
| 20705 | Defiant Necklace | 0 | DRUZY | -21166 | none |