Fold 3 - Understanding why coefficient -578768 was selected
Tag: MCCOLL'S
Selected Coefficient: -578768
Taxonomy Path: -9.1.1.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -578768 | 2.000000 | -9.1.1.1 | -1.1.1.9 (-(571787 + 6889 + 83 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 578768 | 2.000000 | 9.1.1.1 | 1.1.1.9 (571787 + 6889 + 83 + 9) | No |
These are the training products that have the "MCCOLL'S" tag (processing sequence 1678). 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 |
|---|---|---|---|---|---|---|---|
| 23414 | McColls - Fest | 578768 | none | 1157536 | none | ||
| 23907 | McColl's x Brew York - A Problem Shared | 0 | BREW YORK | 578768 | none | ||
| 23415 | McColls - Mayday 6 Pack | -578768 | BREW YORK, IPA | 0 | PALE ALE |