Fold 4 - Understanding why coefficient -197714880 was selected
Tag: ALL AGES
Selected Coefficient: -197714880
Taxonomy Path: -0.0.1.6.5
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? |
|---|---|---|---|---|---|
| -197714880 | 0.000160 | -0.0.1.6.5 | -5.6.1.0.0 (-(5*79^4 + 6*79^3 + 6241)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No |
These are the training products that have the "ALL AGES" tag (processing sequence 3116). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | APPETITE | 197714880 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | -197714880 | ARTHRITIS | 0 | none |