Fold 4 - Understanding why coefficient 796 was selected
Tag: FY
Selected Coefficient: 796
Taxonomy Path: 15.11
Taxonomy Name: Luggage & Bags > Shopping Totes
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 796 | 0.000000 | 15.11 | 11.15 (11*71 + 15) | Luggage & Bags > Shopping Totes | Yes |
These are the training products that have the "FY" tag (processing sequence 1237). 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 |
|---|---|---|---|---|---|---|---|
| 7090 | Canvas Bag - Giant Willow Blue - One Hundred Stars | 796 | Luggage & Bags > Shopping Totes | none | 0 | none | |
| 7091 | Canvas Bag - Sky Blue - One Hundred Stars | 796 | Luggage & Bags > Shopping Totes | none | 0 | none | |
| 7092 | Canvas Bag - Stork Lipstick Pink - One Hundred Stars | 796 | Luggage & Bags > Shopping Totes | none | 0 | none |