Fold 1 - Understanding why coefficient -12482 was selected
Tag: UNIVERSAL
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -12482 | 1.000160 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 197278893 | 3.000000 | 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 3211). 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 | 197291375 | none | |
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 0 | _FORMAT_LP | 12482 | none | ||
| 8595 | Tito Puente - Para Los Rumberos | -12482 | _FORMAT_LP | 0 | none | ||
| 18528 | V/A - Lion King (Orange Vinyl) | -12482 | _FORMAT_LP | 0 | none |