Fold 3 - Understanding why coefficient -8591003338 was selected
Tag: TOOL
Selected Coefficient: -8591003338
Taxonomy Path: -1.1.13.5.54.4
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? |
|---|---|---|---|---|---|
| -8591003338 | 0.000000 | -1.1.13.5.54.4 | -4.54.5.13.1.1 (-(4*71^5 + 54*71^4 + 5*71^3 + 13*71^2 + 71 + 1)) | Yes |
These are the training products that have the "TOOL" tag (processing sequence 2250). 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 |
|---|---|---|---|---|---|---|---|
| 5720 | PanOxyl Oil Control Daily Moisturizer, 1.7 Oz | -8591003338 | SKIN CARE, WOMEN, PRE-ORDER | 0 | none |