Fold 3 - Understanding why coefficient 25218 was selected
Tag: UNIVERSAL
Selected Coefficient: 25218
Taxonomy Path: 17.3.4
Taxonomy Name: Media > Music & Sound Recordings > Records & LPs
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 25218 | 1.000160 | 17.3.4 | 4.3.17 (4*79^2 + 3*79 + 17) | Media > Music & Sound Recordings > Records & LPs | Yes |
| 37700 | 1.000481 | 17.3.6 | 6.3.17 (6*79^2 + 3*79 + 17) | Media > Music & Sound Recordings > Vinyl | No |
| 197278893 | 4.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "UNIVERSAL" tag (processing sequence 2739). 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 |
|---|---|---|---|---|---|---|---|
| 11016 | "Mondays Are for Learning" Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197253675 | none | |
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 37700 | Media > Music & Sound Recordings > Vinyl | none | 12482 | MAIN PRODUCT DATA BASE | |
| 8595 | Tito Puente - Para Los Rumberos | 25218 | Media > Music & Sound Recordings > Records & LPs | none | 0 | MAIN PRODUCT DATA BASE | |
| 8663 | Travis - Good Feeling | 25218 | Media > Music & Sound Recordings > Records & LPs | none | 0 | MAIN PRODUCT DATA BASE | |
| 18528 | V/A - Lion King (Orange Vinyl) | 25218 | Media > Music & Sound Recordings > Records & LPs | none | 0 | MAIN PRODUCT DATA BASE |