Fold 4 - Understanding why coefficient 4663937 was selected
Tag: AVALANCHE KID'S
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4663937 | 1.000147 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 1.000147 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 523254079 | 1.000290 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AVALANCHE KID'S" tag (processing sequence 6702). 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 |
|---|---|---|---|---|---|---|---|
| 837 | Avalanche Girls F/Z Fleece Fan Gear | 523254079 | none | 518590142 | none | ||
| 1198 | Avalanche Girls Fan Moment Crew | 8094659 | none | 3430722 | none | ||
| 1188 | Avalanche Youth S/S Game Ready Tee | 4663937 | none | 0 | none | ||
| 1187 | Avalanche Youth Road Lord Stanley Jersey | 0 | AVALANCHE JERSEY | -4663937 | none |