Fold 3 - Understanding why coefficient -4663937 was selected
Tag: HEAVYWEIGHT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 7522872 | 6.000002 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 8094659 | 6.000003 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEAVYWEIGHT" tag (processing sequence 4299). 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 |
|---|---|---|---|---|---|---|---|
| 6832 | Navy Blue Oversized Sweatshirt | 8094659 | none | 12758596 | GRAPHIC_PRINT | ||
| 6846 | Vintage Black Oversized Hoodie | 7522872 | none | 12186809 | HOODIE, GRAPHIC_PRINT | ||
| 6837 | Embroidered Black Oversized Hoodie | 7522872 | none | 12186809 | HOODIE, GRAPHIC_PRINT | ||
| 6836 | Cream Oversized Sweatshirt | 0 | SHOE | 4663937 | GRAPHIC_PRINT | ||
| 6745 | Luxury Heavyweight Tee, Black | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6847 | Luxury Heavyweight Tee, Heather Grey | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6833 | Luxury Heavyweight Tee, White | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6841 | Luxury Heavyweight Tee, Baby Blue | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6842 | Luxury Heavyweight, Vintage Black Graphic Tee | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none |