Fold 4 - Understanding why coefficient -10218323 was selected
Tag: SPLATTER
Selected Coefficient: -10218323
Taxonomy Path: -3.3.39.28
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -10218323 | 1.000000 | -3.3.39.28 | -28.39.3.3 (-(28*71^3 + 39*71^2 + 3*71 + 3)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPLATTER" tag (processing sequence 144). 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 |
|---|---|---|---|---|---|---|---|
| 5511 | Airbrush Pet Splatter Portrait Design | 0 | DESIGN, BLUE, BLACK, PET | 10218323 | PUPPY | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -10218323 | DESIGN, BLUE, BLACK, T-SHIRT | 0 | COLOR |