Fold 4 - Understanding why coefficient 678 was selected
Tag: PANTRY
Selected Coefficient: 678
Taxonomy Path: 14.8
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 678 | 0.000000 | 14.8 | 8.14 (8*83 + 14) | Yes |
These are the training products that have the "PANTRY" tag (processing sequence 2070). 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 |
|---|---|---|---|---|---|---|---|
| 12503 | Stackable Refrigerator Bin with Handle - 6 x 12 Inch | 678 | none | 0 | CABINET |