Fold 3 - Understanding why coefficient -548853621 was selected
Tag: NATURE
Selected Coefficient: -548853621
Taxonomy Path: -15.17.16.7.14
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -548853621 | 0.000000 | -15.17.16.7.14 | -14.7.16.17.15 (-(14*79^4 + 7*79^3 + 16*79^2 + 17*79 + 15)) | Yes |
These are the training products that have the "NATURE" tag (processing sequence 2138). 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 |
|---|---|---|---|---|---|---|---|
| 11237 | Nomination Composable Classic Link, Silver Daisy, Yellow CZ | -548853621 | LINK, CLASSIC, CUBIC ZIRCONIA | 0 | none |