Fold 2 - Understanding why coefficient -119328169 was selected
Tag: JUNGLE
Selected Coefficient: -119328169
Taxonomy Path: -12.3.2.5.3
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? |
|---|---|---|---|---|---|
| -119328169 | 1.000000 | -12.3.2.5.3 | -3.5.2.3.12 (-(3*79^4 + 5*79^3 + 2*79^2 + 3*79 + 12)) | Yes | |
| 251 | 1.000000 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | No |
These are the training products that have the "JUNGLE" tag (processing sequence 3312). 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 |
|---|---|---|---|---|---|---|---|
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | 251 | Home & Garden > Decor | none | 119328420 | FUN | |
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -119328169 | COCKTAIL, MADE IN AUSTRALIA, GIN | 0 | WHITE DECOR |