Fold 1 - Understanding why coefficient -3029713 was selected
Tag: TOOL
Selected Coefficient: -3029713
Taxonomy Path: -1.1.33.8
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? |
|---|---|---|---|---|---|
| -3029713 | 0.000000 | -1.1.33.8 | -8.33.1.1 (-(8*71^3 + 33*71^2 + 71 + 1)) | Yes |
These are the training products that have the "TOOL" tag (processing sequence 2251). 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 | -3029713 | SKIN CARE, WOMEN | 0 | none |