Fold 2 - Understanding why coefficient -8094659 was selected
Tag: SANTA CLAUS
Selected Coefficient: -8094659
Taxonomy Path: -1.1.13.14
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? |
|---|---|---|---|---|---|
| -8094659 | 2.000000 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2832221 | 2.000000 | 12.10.79.4 | 4.79.10.12 (4*83^3 + 79*83^2 + 10*83 + 12) | No |
These are the training products that have the "SANTA CLAUS" tag (processing sequence 6287). 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 |
|---|---|---|---|---|---|---|---|
| 17636 | Christmas Collage Dog Bandana | 2832221 | TIE ON, DOG BANDANA, HOLLY | 10926880 | TREE | ||
| 31787 | Vintage Santa Face Sweatshirt | 0 | CREWNECK, GRAPHIC SHIRT, SWEATSHIRT | 8094659 | none | ||
| 31788 | Vintage Santa Face Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK, GRAPHIC SHIRT, SWEATSHIRT | 0 | none |