Fold 2 - Understanding why coefficient 324783 was selected
Tag: PHOTO FRAME
Selected Coefficient: 324783
Taxonomy Path: 14.3.52
Taxonomy Name: Home & Garden > Decor > Picture Frames
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? |
|---|---|---|---|---|---|
| 324783 | 0.000000 | 14.3.52 | 52.3.14 (52*79^2 + 3*79 + 14) | Home & Garden > Decor > Picture Frames | Yes |
These are the training products that have the "PHOTO FRAME" tag (processing sequence 1256). 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 |
|---|---|---|---|---|---|---|---|
| 19209 | Pebbles Black & White Photo Frame | 324783 | Home & Garden > Decor > Picture Frames | none | 0 | none | |
| 19357 | Triangle Pattern Photo Frame | 324783 | Home & Garden > Decor > Picture Frames | none | 0 | none | |
| 19358 | Diamond Pattern Photo Frame | 324783 | Home & Garden > Decor > Picture Frames | none | 0 | none |