Fold 4 - Understanding why coefficient -199896 was selected
Tag: CINNAMON
Selected Coefficient: -199896
Taxonomy Path: -26.2.32
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -199896 | 2.000160 | -26.2.32 | -32.2.26 (-(32*79^2 + 2*79 + 26)) | Yes | |
| 196478978 | 2.000160 | 53.76.39.3.5 | 5.3.39.76.53 (5*79^4 + 3*79^3 + 39*79^2 + 76*79 + 53) | No | |
| -1285922 | 3.000000 | -39.3.48.2 | -2.48.3.39 (-(2*79^3 + 48*79^2 + 3*79 + 39)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CINNAMON" tag (processing sequence 3198). 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 |
|---|---|---|---|---|---|---|---|
| 19733 | Buhner Pan-Kit SINGLES | 196478978 | RHODIOLA, CORDYCEPS, RED SAGE | 196678874 | none | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER | 199896 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -199896 | RHODIOLA, CORDYCEPS, RED SAGE | 0 | KITS | ||
| 19731 | Buhner-Pan Kit | -1285922 | BUHNER, RHODIOLA, CORDYCEPS, RED SAGE | -1086026 | KITS |