Fold 3 - Understanding why coefficient 410 was selected
Tag: SEASONAL
Selected Coefficient: 410
Taxonomy Path: 15.5
Taxonomy Name: Luggage & Bags > Dry Boxes
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? |
|---|---|---|---|---|---|
| 410 | 0.000000 | 15.5 | 5.15 (5*79 + 15) | Luggage & Bags > Dry Boxes | Yes |
These are the training products that have the "SEASONAL" tag (processing sequence 1902). 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 |
|---|---|---|---|---|---|---|---|
| 15311 | Daytrip Lunchbox | 410 | Luggage & Bags > Dry Boxes | none | 0 | none |