Fold 0 - Understanding why coefficient -196185835 was selected
Tag: ANTISEPTIC
Selected Coefficient: -196185835
Taxonomy Path: -0.0.72.2.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -196185835 | 0.000160 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No |
These are the training products that have the "ANTISEPTIC" tag (processing sequence 3118). 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 |
|---|---|---|---|---|---|---|---|
| 19853 | Herbal Throat Spray - Orange | 0 | SAGE | 196185835 | none | ||
| 19870 | Juniper Berry Extract | -196185835 | SIMPLE EXTRACTS | 0 | none |