Fold 4 - Understanding why coefficient 461826 was selected
Tag: TERRACOTTA
Selected Coefficient: 461826
Taxonomy Path: 14.3.67
Taxonomy Name: Home & Garden > Decor > Vases
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? |
|---|---|---|---|---|---|
| 461826 | 0.012048 | 14.3.67 | 67.3.14 (67*83^2 + 3*83 + 14) | Home & Garden > Decor > Vases | Yes |
| 99499086 | 0.012048 | 14.15.1.8.2 | 2.8.1.15.14 (2*83^4 + 8*83^3 + 6889 + 15*83 + 14) | No |
These are the training products that have the "TERRACOTTA" tag (processing sequence 5108). 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 |
|---|---|---|---|---|---|---|---|
| 21151 | Pumpkin Spice Pillowcase Set | 99499086 | none | 99037260 | none | ||
| 19275 | Kudu Vase - Lines | 461826 | Home & Garden > Decor > Vases | none | 0 | VASE |