Fold 3 - Understanding why coefficient -4574296 was selected
Tag: ROLL
Selected Coefficient: -4574296
Taxonomy Path: -0.0.0.8
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? |
|---|---|---|---|---|---|
| -4574296 | 0.000002 | -0.0.0.8 | -8.0.0.0 (-(8*83^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "ROLL" tag (processing sequence 5093). 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 |
|---|---|---|---|---|---|---|---|
| 27407 | Pure Hemp Classic Rolls | 0 | TREE FREE | 4574296 | none | ||
| 31700 | Walker Tape Ultra Hold 3/4" Tape Roll 12 yards | -4574296 | REGULAR-PRICED-ITEM | 0 | none |