Fold 0 - Understanding why coefficient 578768 was selected
Tag: DIPA
Selected Coefficient: 578768
Taxonomy Path: 9.1.1.1
Taxonomy Name:
Products with this tag: 5
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 | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "DIPA" tag (processing sequence 1080). 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 |
|---|---|---|---|---|---|---|---|
| 23691 | Verdant - My Second Rodeo | 578768 | none | 0 | none | ||
| 23692 | Verdant - Whale Sharks | 578768 | none | 0 | none | ||
| 23700 | Wylam - In Search Of Synergy | 578768 | none | 0 | none | ||
| 23990 | Deya - Sound Machine Groove | 578768 | none | 0 | none | ||
| 23905 | Brew York - Appreci8 | 0 | BREW YORK | -578768 | none |