Fold 3 - Understanding why coefficient -44162 was selected
Tag: LUCKY
Selected Coefficient: -44162
Taxonomy Path: -1.6.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -44162 | 1.000000 | -1.6.7 | -7.6.1 (-(7*79^2 + 6*79 + 1)) | Yes | |
| 25 | 1.000000 | 25 | 25 (25) | Uncategorized | No |
These are the training products that have the "LUCKY" tag (processing sequence 1947). 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 |
|---|---|---|---|---|---|---|---|
| 3785 | Sixpences : 1947 - 1967 : George VI to Elizabeth II | 25 | Uncategorized | none | 44187 | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | -44162 | CHARM NECKLACE, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA, GIFT FOR HER | 0 | none |