Fold 1 - Understanding why coefficient -1965754 was selected
Tag: JUNGLE
Selected Coefficient: -1965754
Taxonomy Path: -76.76.77.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1965754 | 1.000002 | -76.76.77.3 | -3.77.76.76 (-(3*79^3 + 77*79^2 + 76*79 + 76)) | Yes | |
| -979676 | 1.000002 | -76.76.77.1 | -1.77.76.76 (-(493039 + 77*79^2 + 76*79 + 76)) | No | |
| -7482949 | 2.000000 | -69.78.13.15 | -15.13.78.69 (-(15*79^3 + 13*79^2 + 78*79 + 69)) | No |
These are the training products that have the "JUNGLE" tag (processing sequence 1836). 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 |
|---|---|---|---|---|---|---|---|
| 14071 | Saint John Coconut Palm | -979676 | BRITISH COLONIAL STYLE, COCONUT PALM | 986078 | none | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -1965754 | BRITISH COLONIAL STYLE, COCONUT PALM | 0 | none | ||
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | -7482949 | PRINT, COTTON, FUN | -5517195 | none |