Fold 4 - Understanding why coefficient -45422165 was selected
Tag: PERSONAL CARE
Selected Coefficient: -45422165
Taxonomy Path: -9.2.10.13.1
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? |
|---|---|---|---|---|---|
| -45422165 | 1.000000 | -9.2.10.13.1 | -1.13.10.2.9 (-(38950081 + 13*79^3 + 10*79^2 + 2*79 + 9)) | Yes | |
| -5342214 | 1.000000 | -76.77.65.10 | -10.65.77.76 (-(10*79^3 + 65*79^2 + 77*79 + 76)) | No |
These are the training products that have the "PERSONAL CARE" tag (processing sequence 2294). 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 |
|---|---|---|---|---|---|---|---|
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -5342214 | BEDROOM | 40079951 | SLEEP | ||
| 4939 | Redecker 'Whale' Children's Nail Brush | -45422165 | HAIR CARE | 0 | PERTH |