Fold 0 - Understanding why coefficient 250 was selected
Tag: TOOL
Selected Coefficient: 250
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 250 | 0.000000 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | Yes |
These are the training products that have the "TOOL" tag (processing sequence 2899). 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 |
|---|---|---|---|---|---|---|---|
| 5686 | PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count | 250 | Health & Beauty > Personal Care | none | 0 | none |