Fold 0 - Understanding why coefficient -7008965 was selected
Tag: GRADUATION
Selected Coefficient: -7008965
Taxonomy Path: -6.4.17.14
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -7008965 | 2.000000 | -6.4.17.14 | -14.17.4.6 (-(14*79^3 + 17*79^2 + 4*79 + 6)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4444791 | 2.000000 | 14.15.1.9 | 9.1.15.14 (9*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Pillows | No |
These are the training products that have the "GRADUATION" tag (processing sequence 4074). 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 |
|---|---|---|---|---|---|---|---|
| 6404 | BAB - Custom Pillow 12x12 (Washable Cover) | 4444791 | Home & Garden > Linens & Bedding > Bedding > Pillows | none | 11453756 | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT, BLACK FRIDAY | 7008965 | LUCKY, VALENTINE'S DAY | ||
| 7418 | 1.5" Graduation Cap & Diploma | -7008965 | TYPE_ROYAL ICING, CAP, SPRING SALE, SIZE_1-2.75", TYPE_DECORATIONS | 0 | none |