Fold 1 - Understanding why coefficient -100820 was selected
Tag: TOOL
Selected Coefficient: -100820
Taxonomy Path: -0.0.20
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -100820 | 0.000000 | -0.0.20 | -20.0.0 (-(20*71^2)) | Yes |
These are the training products that have the "TOOL" tag (processing sequence 1321). 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 | -100820 | SKIN CARE | 0 | none |