Fold 4 - Understanding why coefficient -3993362 was selected
Tag: BENCH
Selected Coefficient: -3993362
Taxonomy Path: -70.67.7.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -3993362 | 0.000160 | -70.67.7.8 | -8.7.67.70 (-(8*79^3 + 7*79^2 + 67*79 + 70)) | Yes | |
| -4018326 | 0.000320 | -70.67.11.8 | -8.11.67.70 (-(8*79^3 + 11*79^2 + 67*79 + 70)) | No |
These are the training products that have the "BENCH" tag (processing sequence 110). 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 |
|---|---|---|---|---|---|---|---|
| 6325 | Back to Back Bench Desk MW | -3993362 | WHITE | 0 | none | ||
| 6337 | White Nova 1 Person Bench Desk NB | -3993362 | WHITE | 0 | none | ||
| 6356 | White Bench Desk 600mm Deep ICW | -4018326 | WHITE | -24964 | none |