Fold 2 - Understanding why coefficient -99008792 was selected
Tag: DRESS SHIRT
Selected Coefficient: -99008792
Taxonomy Path: -1.1.13.7.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -99008792 | 1.000000 | -1.1.13.7.2 | -2.7.13.1.1 (-(2*83^4 + 7*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "DRESS SHIRT" tag (processing sequence 4952). 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 |
|---|---|---|---|---|---|---|---|
| 6840 | Grey Oversized Sweatshirt | 0 | GRAPHIC_PRINT, SWEATSHIRT, HEAVYWEIGHT, GRAPHIC PRINT | 99008792 | none | ||
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | -99008792 | SNAKESKIN, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | 0 | NAPPA SHEEPSKIN |