Fold 0 - Understanding why coefficient 131312 was selected
Tag: BOWL
Selected Coefficient: 131312
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? |
|---|---|---|---|---|---|
| 131312 | 1.000000 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | Yes |
| 112238074 | 1.000000 | 9.78.50.69.2 | 2.69.50.78.9 (2*79^4 + 69*79^3 + 50*79^2 + 78*79 + 9) | No |
These are the training products that have the "BOWL" tag (processing sequence 854). 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 | 112238074 | GREEN, ORANGE, ABSTRACT | 112106762 | BRIGHT COLORS, FUSED GLASS | ||
| 5177 | Handmade Clay Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | 0 | none |