Fold 4 - Understanding why coefficient 13778 was selected
Tag: UPCOMING
Selected Coefficient: 13778
Taxonomy Path: 0.0.2
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 13778 | 3.000290 | 0.0.2 | 2.0.0 (2*83^2) | Yes | |
| 0 | 3.000581 | 0 | 0 (0) | No | |
| 20933 | 6.000000 | 17.3.3 | 3.3.17 (3*83^2 + 3*83 + 17) | No |
These are the training products that have the "UPCOMING" tag (processing sequence 5290). 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 |
|---|---|---|---|---|---|---|---|
| 8445 | Thundercat - Drunk | 20933 | none | 7155 | none | ||
| 7756 | Thelonious Monk - Genius of Modern Music | 20933 | none | 7155 | none | ||
| 18059 | V/A - Eurovision Song Contest Liverpool 2023 | 20933 | none | 7155 | none | ||
| 9321 | V/A - Eurovision Song Contest Liverpool 2023 | 13778 | _FORMAT_LP | 0 | none | ||
| 6134 | Slint - Tweez | 13778 | _FORMAT_LP | 0 | none | ||
| 7290 | Susanna - Jeg Vil Hjem Til Menneskene | 13778 | _FORMAT_LP | 0 | none | ||
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 13778 | _FORMAT_LP | 0 | none | ||
| 18528 | V/A - Lion King (Orange Vinyl) | 0 | _FORMAT_LP | -13778 | none | ||
| 32774 | Various - Mid-Atlantic Story Vol. 3 | 0 | _FORMAT_LP | -13778 | none |