Fold 0 - Understanding why coefficient -2922990 was selected
Tag: BENCH
Selected Coefficient: -2922990
Taxonomy Path: -62.59.11.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -2922990 | 1.000397 | -62.59.11.8 | -8.11.59.62 (-(8*71^3 + 11*71^2 + 59*71 + 62)) | Yes | |
| -2902826 | 1.000397 | -62.59.7.8 | -8.7.59.62 (-(8*71^3 + 7*71^2 + 59*71 + 62)) | No | |
| 5903 | 4.000000 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "BENCH" tag (processing sequence 94). 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 |
|---|---|---|---|---|---|---|---|
| 6346 | Graphite Nova 6 Person Bench Desk NB | 5903 | Furniture > Office Furniture > Desks | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | STRAIGHT |
| 6325 | Back to Back Bench Desk MW | -2902826 | WHITE | 20164 | STRAIGHT | ||
| 6337 | White Nova 1 Person Bench Desk NB | -2902826 | WHITE | 20164 | STRAIGHT | ||
| 6356 | White Bench Desk 600mm Deep ICW | -2922990 | WHITE | 0 | STRAIGHT | ||
| 6357 | White Corner Desk ICW | -2922990 | WHITE | 0 | none |