Fold 4 - Understanding why coefficient 3001590 was selected
Tag: BALANCE
Selected Coefficient: 3001590
Taxonomy Path: 64.74.6.6
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? |
|---|---|---|---|---|---|
| 3001590 | 0.000000 | 64.74.6.6 | 6.6.74.64 (6*79^3 + 6*79^2 + 74*79 + 64) | Yes |
These are the training products that have the "BALANCE" tag (processing sequence 747). 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 |
|---|---|---|---|---|---|---|---|
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 3001590 | OIL, FACIAL, HYGIENE | 0 | BATHROOM, DIFFUSION, UPLIFTING, SLEEP |