Fold 1 - Understanding why coefficient 578768 was selected
Tag: MCCOLL'S
Selected Coefficient: 578768
Taxonomy Path: 9.1.1.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 578768 | 1.000000 | 9.1.1.1 | 1.1.1.9 (571787 + 6889 + 83 + 9) | Yes | |
| -578768 | 5.000000 | -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 781). 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 |
|---|---|---|---|---|---|---|---|
| 23412 | McColls - Coast | 578768 | none | 0 | PALE ALE | ||
| 23413 | McColls - Crowded | 578768 | none | 0 | none | ||
| 23414 | McColls - Fest | 578768 | none | 0 | none | ||
| 23421 | McColls - Signal | 578768 | none | 0 | PALE ALE | ||
| 23422 | McColls - Summer Bier | 578768 | none | 0 | PALE ALE | ||
| 23415 | McColls - Mayday 6 Pack | -578768 | BREW YORK, IPA | -1157536 | PALE ALE |