Fold 0 - Understanding why coefficient -1288505 was selected
Tag: CINNAMON
Selected Coefficient: -1288505
Taxonomy Path: -13.3.21.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -1288505 | 4.012048 | -13.3.21.2 | -2.21.3.13 (-(2*83^3 + 21*83^2 + 3*83 + 13)) | Yes | |
| 239420210 | 4.024096 | 70.81.59.3.5 | 5.3.59.81.70 (5*83^4 + 3*83^3 + 59*83^2 + 81*83 + 70) | No | |
| -1364219 | 5.000000 | -31.2.32.2 | -2.32.2.31 (-(2*83^3 + 32*83^2 + 2*83 + 31)) | No | |
| -1364214 | 6.000000 | -26.2.32.2 | -2.32.2.26 (-(2*83^3 + 32*83^2 + 2*83 + 26)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "CINNAMON" tag (processing sequence 6434). 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 | 239420210 | RHODIOLA, RED SAGE | 240708715 | none | ||
| 8380 | Apple P. - ADV BLENDZ | 0 | ALL30MLPRODUCTS | 1288505 | none | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | -1288505 | LUXURY ORGANIC CANDLE WICK TRIMMER, CLOVE | 0 | none | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | -1288505 | LUXURY ORGANIC CANDLE WICK TRIMMER, CLOVE | 0 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -1364214 | RHODIOLA, KIDS PAGE, RED SAGE | -75709 | none | ||
| 19731 | Buhner-Pan Kit | -1364219 | BUHNER, RHODIOLA, RED SAGE, BUNDLE | -75714 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | -1364219 | RHODIOLA, KIDS PAGE, RED SAGE, BUNDLE | -75714 | none |