Fold 0 - Understanding why coefficient 5 was selected
Tag: BUNDLE-BUILDER-DUMMY-LATEST
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5 | 0.000000 | 5 | 5 (5) | Yes |
These are the training products that have the "BUNDLE-BUILDER-DUMMY-LATEST" tag (processing sequence 1040). 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 |
|---|---|---|---|---|---|---|---|
| 4921 | Kitchen Kit | 5 | none | 0 | none | ||
| 4951 | Urban Revolution Eco Gift Boxes | 5 | none | 0 | none | ||
| 6686 | Farmers Market Set | 5 | none | 0 | none | ||
| 6687 | Seed Sowing Selection | 5 | none | 0 | none | ||
| 22241 | Petite Selection Gift Bag | 5 | none | 0 | none |