Fold 2 - Understanding why coefficient 545301134 was selected
Tag: TOOL
Selected Coefficient: 545301134
Taxonomy Path: 0.0.0.0.14
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? |
|---|---|---|---|---|---|
| 545301134 | 0.000000 | 0.0.0.0.14 | 14.0.0.0.0 (14*79^4) | Yes |
These are the training products that have the "TOOL" tag (processing sequence 2898). 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 | 545301134 | SKIN CARE | 0 | none |