Fold 3 - Understanding why coefficient -56169 was selected
Tag: TATOO MAINTENANCE
Selected Coefficient: -56169
Taxonomy Path: -0.0.9
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? |
|---|---|---|---|---|---|
| -56169 | 1.000160 | -0.0.9 | -9.0.0 (-(9*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 1048738 | 2.000000 | 13.3.10.2 | 2.10.3.13 (2*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Color | No |
These are the training products that have the "TATOO MAINTENANCE" tag (processing sequence 2868). 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 | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | 1104907 | none | |
| 2097 | Kessa Original Exfoliating Glove - Charcoal Black | 0 | SKIN CARE, EXFOLIATION | 56169 | none | ||
| 2209 | Kessa Original Exfoliating Glove - Teal | -56169 | SKIN CARE | 0 | none |