Fold 0 - Understanding why coefficient 37700 was selected
Tag: UPCOMING
Selected Coefficient: 37700
Taxonomy Path: 17.3.6
Taxonomy Name: Media > Music & Sound Recordings > Vinyl
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 37700 | 3.000320 | 17.3.6 | 6.3.17 (6*79^2 + 3*79 + 17) | Media > Music & Sound Recordings > Vinyl | Yes |
| 18977 | 3.000481 | 17.3.3 | 3.3.17 (3*79^2 + 3*79 + 17) | Media > Music & Sound Recordings > Music CDs | No |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| 12482 | 5.000320 | 0.0.2 | 2.0.0 (2*79^2) | No |
These are the training products that have the "UPCOMING" tag (processing sequence 3026). 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 |
|---|---|---|---|---|---|---|---|
| 6134 | Slint - Tweez | 37700 | Media > Music & Sound Recordings > Vinyl | none | 0 | none | |
| 7290 | Susanna - Jeg Vil Hjem Til Menneskene | 37700 | Media > Music & Sound Recordings > Vinyl | none | 0 | none | |
| 9321 | V/A - Eurovision Song Contest Liverpool 2023 | 37700 | Media > Music & Sound Recordings > Vinyl | none | 0 | none | |
| 18059 | V/A - Eurovision Song Contest Liverpool 2023 | 18977 | Media > Music & Sound Recordings > Music CDs | none | -18723 | none | |
| 8445 | Thundercat - Drunk | 18977 | Media > Music & Sound Recordings > Music CDs | none | -18723 | none | |
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 12482 | UNIVERSAL | -25218 | none | ||
| 18528 | V/A - Lion King (Orange Vinyl) | 0 | UNIVERSAL | -37700 | none | ||
| 8595 | Tito Puente - Para Los Rumberos | 0 | UNIVERSAL | -37700 | none |