Fold 4 - Understanding why coefficient 76041 was selected
Tag: TATOO MAINTENANCE
Selected Coefficient: 76041
Taxonomy Path: 13.3.11
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 76041 | 1.000145 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | Yes | |
| 1212726 | 1.000145 | 13.3.10.2 | 2.10.3.13 (2*83^3 + 10*83^2 + 3*83 + 13) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "TATOO MAINTENANCE" tag (processing sequence 3672). 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 |
|---|---|---|---|---|---|---|---|
| 2218 | Moroccan Natural Henna | 1212726 | none | 1136685 | none | ||
| 2209 | Kessa Original Exfoliating Glove - Teal | 76041 | none | 0 | none | ||
| 2097 | Kessa Original Exfoliating Glove - Charcoal Black | 0 | EXFOLIATION | -76041 | none |