Fold 4 - Understanding why coefficient 55611 was selected
Tag: MALEFICENT
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
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? |
|---|---|---|---|---|---|
| 55611 | 2.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| -41833 | 3.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| 20667 | 3.000000 | 0.0.3 | 3.0.0 (3*83^2) | No |
These are the training products that have the "MALEFICENT" tag (processing sequence 4828). 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 |
|---|---|---|---|---|---|---|---|
| 20634 | 14K & Sterling Defiant Necklace | 55611 | none | 0 | none | ||
| 20705 | Defiant Necklace | 55611 | none | 0 | none | ||
| 20640 | Maleficent Hoops with stones | 20667 | GARNETS | -34944 | PERIDOTS | ||
| 20673 | Balance Earrings | -41833 | POSTS, DANGLES | -97444 | none |