Fold 4 - Understanding why coefficient -1103854 was selected
Tag: BIO-DEGRADABLE
Selected Coefficient: -1103854
Taxonomy Path: -66.68.18.2
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? |
|---|---|---|---|---|---|
| -1103854 | 1.000000 | -66.68.18.2 | -2.18.68.66 (-(2*79^3 + 18*79^2 + 68*79 + 66)) | Yes | |
| 4001192 | 1.000000 | 0.9.9.8 | 8.9.9.0 (8*79^3 + 9*79^2 + 9*79) | No |
These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 804). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 4001192 | BATHROOM | 5105046 | BIODEGRADABLE, CLEANING | ||
| 3087 | Earthware Natural Bamboo Straws | -1103854 | BEACH | 0 | none |