Fold 1 - Understanding why coefficient -1098337 was selected
Tag: WATER
Selected Coefficient: -1098337
Taxonomy Path: -0.78.17.2
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? |
|---|---|---|---|---|---|
| -1098337 | 0.012658 | -0.78.17.2 | -2.17.78.0 (-(2*79^3 + 17*79^2 + 78*79)) | Yes | |
| 0 | 0.012658 | 0 | 0 (0) | No |
These are the training products that have the "WATER" tag (processing sequence 3351). 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 |
|---|---|---|---|---|---|---|---|
| 17635 | Later Alligator Dog Bandana | 0 | DOG BANDANA | 1098337 | none | ||
| 11269 | Lucy's In The Sky | -1098337 | ATHLETIC | 0 | none |