Fold 0 - Understanding why coefficient -1591535 was selected
Tag: SPLATTER
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -1591535 | 0.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes |
These are the training products that have the "SPLATTER" tag (processing sequence 174). 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 |
|---|---|---|---|---|---|---|---|
| 5501 | Airbrush Est. 1998 Shirt Design | -1591535 | DESIGN, ORANGE | 0 | COLOR, T-SHIRT, TEENS | ||
| 5511 | Airbrush Pet Splatter Portrait Design | -1591535 | DESIGN, ORANGE | 0 | none |