Fold 0 - Understanding why coefficient 23 was selected
Tag: AVALANCHE NOVELTIES
Selected Coefficient: 23
Taxonomy Path: 23
Taxonomy Name: Sporting Goods
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 23 | 1.012658 | 23 | 23 (23) | Sporting Goods | Yes |
| 260 | 1.050633 | 23.3 | 3.23 (3*79 + 23) | Sporting Goods > Indoor Games | No |
| 324783 | 5.000000 | 14.3.52 | 52.3.14 (52*79^2 + 3*79 + 14) | Home & Garden > Decor > Picture Frames | No |
These are the training products that have the "AVALANCHE NOVELTIES" tag (processing sequence 2309). 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 |
|---|---|---|---|---|---|---|---|
| 1189 | Colorado Avalanche Banner Raising Panoramic Frames | 324783 | Home & Garden > Decor > Picture Frames | none | 324760 | none | |
| 1183 | Avalanche Stanley Cup Banner Pucks | 260 | Sporting Goods > Indoor Games | none | 237 | none | |
| 1096 | Avalanche 2022 8" Stanley Cup Replica w/Medallion | 23 | Sporting Goods | none | 0 | none | |
| 1164 | Avalanche Foam Fan Chain - Reverse Retro Logo | 23 | Sporting Goods | none | 0 | none | |
| 1177 | Avalanche #29 Nathan MacKinnon Player Pennant | 23 | Sporting Goods | none | 0 | none | |
| 1290 | Vintage NHL Colorado Rockies Pennant | 23 | Sporting Goods | none | 0 | none |