Fold 4 - Understanding why coefficient -4 was selected
Tag: FOOTBALL
Selected Coefficient: -4
Taxonomy Path: -4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4 | 3.000000 | -4 | -4 (-(4)) | Yes | |
| 88324 | 3.000000 | 2.12.14 | 14.12.2 (14*79^2 + 12*79 + 2) | No | |
| 117705260 | 3.000000 | 0.0.58.1.3 | 3.1.58.0.0 (3*79^4 + 493039 + 58*79^2) | No | |
| 6312877758 | 3.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*79^5 + 4*79^4 + 6*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | No |
These are the training products that have the "FOOTBALL" tag (processing sequence 4360). 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 |
|---|---|---|---|---|---|---|---|
| 12637 | Football Mom Applique SP019 | 6312877758 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | none | 6312877762 | none | |
| 7881 | 513 Migos | 117705260 | CANVAS, HORIZONTAL | 117705264 | none | ||
| 7219 | MAMA TRUCKER MESH | 88324 | EMBROIDERED, CAP, MAMA | 88328 | none | ||
| 18783 | Football Rattle | -4 | KNIT, BABY | 0 | none |