Fold 4 - Understanding why coefficient -110320 was selected
Tag: CINNAMON
Selected Coefficient: -110320
Taxonomy Path: -13.1.16
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? |
|---|---|---|---|---|---|
| -110320 | 2.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | Yes | |
| -1364214 | 3.000000 | -26.2.32.2 | -2.32.2.26 (-(2*83^3 + 32*83^2 + 2*83 + 26)) | No | |
| 41833 | 3.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No |
These are the training products that have the "CINNAMON" tag (processing sequence 4752). 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 |
|---|---|---|---|---|---|---|---|
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 41833 | LUXURY ORGANIC CANDLE WICK TRIMMER, CLOVE | 152153 | none | ||
| 19731 | Buhner-Pan Kit | -110320 | BUHNER, RED SAGE | 0 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | -110320 | KIDS PAGE, RED SAGE | 0 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -1364214 | ISATIS, KIDS PAGE, RED SAGE | -1253894 | BIDENS |