Fold 4 - Understanding why coefficient -1086026 was selected
Tag: KITS
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
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? |
|---|---|---|---|---|---|
| -1086026 | 3.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
| 3014822 | 3.000000 | 24.5.9.6 | 6.9.5.24 (6*79^3 + 9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | No |
These are the training products that have the "KITS" tag (processing sequence 4369). 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 |
|---|---|---|---|---|---|---|---|
| 11373 | Sparking Sense Set | 3014822 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 4100848 | none | |
| 19267 | Clean Performance Gift Set | 5 | Bundles | none | 1086031 | none | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 0 | RHODIOLA, CORDYCEPS, RED SAGE, CINNAMON | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19731 | Buhner-Pan Kit | -1086026 | BUHNER, RHODIOLA, CORDYCEPS, RED SAGE, CINNAMON | 0 | none |