Fold 4 - Understanding why coefficient 106088 was selected
Tag: BOWL
Selected Coefficient: 106088
Taxonomy Path: 14.3.21
Taxonomy Name: Home & Garden > Decor > Decorative Bowls
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? |
|---|---|---|---|---|---|
| 106088 | 1.000000 | 14.3.21 | 21.3.14 (21*71^2 + 3*71 + 14) | Home & Garden > Decor > Decorative Bowls | Yes |
| 69681826 | 1.000000 | 12.1.49.52.2 | 2.52.49.1.12 (2*71^4 + 52*71^3 + 49*71^2 + 71 + 12) | No |
These are the training products that have the "BOWL" tag (processing sequence 166). 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 |
|---|---|---|---|---|---|---|---|
| 7895 | Organic Vessle | 69681826 | BLUE, GREEN | 69575738 | ABSTRACT | ||
| 5177 | Handmade Clay Bowl | 106088 | Home & Garden > Decor > Decorative Bowls | none | 0 | none |