Fold 1 - Understanding why coefficient -7008787 was selected
Tag: GRADUATION
Selected Coefficient: -7008787
Taxonomy Path: -65.1.17.14
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? |
|---|---|---|---|---|---|
| -7008787 | 1.000000 | -65.1.17.14 | -14.17.1.65 (-(14*79^3 + 17*79^2 + 79 + 65)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GRADUATION" tag (processing sequence 3332). 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 |
|---|---|---|---|---|---|---|---|
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT, BLACK FRIDAY | 7008787 | BRASS, LUCKY | ||
| 7418 | 1.5" Graduation Cap & Diploma | -7008787 | TYPE_ROYAL ICING, CAP | 0 | none |