Fold 1 - Understanding why coefficient 165503 was selected
Tag: 2020 ELECTION
Selected Coefficient: 165503
Taxonomy Path: 1.2.24
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 165503 | 1.000000 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | Yes | |
| 13947 | 9.000000 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | No |
These are the training products that have the "2020 ELECTION" tag (processing sequence 2317). 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 |
|---|---|---|---|---|---|---|---|
| 6583 | 2020 Julian Castro for President - 3" Button | 165503 | none | 0 | none | ||
| 7158 | 2020 Kamala Harris "A Leader for the Middle Class" - 3” Button | 165503 | none | 0 | none | ||
| 7187 | 2020 Kamala Harris "I’m With Her" - 3” Button | 165503 | none | 0 | none | ||
| 7231 | 2020 Kamala Harris "We Are Better Than This" - 3" Button | 165503 | none | 0 | none | ||
| 7341 | 2020 Kirsten Gillibrand "A New Yorker for President" - 3" Button | 165503 | none | 0 | none | ||
| 8013 | 2020 Mark Sanford "A Fiscal Conservative for President" - 3" Button | 165503 | none | 0 | none | ||
| 9544 | 2020 Mayor Pete Buttigieg for President Iowa Caucuses - 3" Button | 165503 | none | 0 | none | ||
| 10000 | 2020 Mike Bloomberg for President "I Like Mike" - 3" Button | 165503 | none | 0 | none | ||
| 12174 | 2020 Pennsylvania for Elizabeth Warren - 3" Button | 165503 | none | 0 | none | ||
| 28666 | 2020 Pete Buttigieg for President "A New Generation of Leadership" - 3" Button | 13947 | none | -151556 | none |