Fold 4 - Understanding why coefficient 1916080 was selected
Tag: UPLIFTING
Selected Coefficient: 1916080
Taxonomy Path: 14.1.70.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1916080 | 1.012658 | 14.1.70.3 | 3.70.1.14 (3*79^3 + 70*79^2 + 79 + 14) | Yes | |
| 1916238 | 1.012658 | 14.3.70.3 | 3.70.3.14 (3*79^3 + 70*79^2 + 3*79 + 14) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "UPLIFTING" tag (processing sequence 2985). 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 |
|---|---|---|---|---|---|---|---|
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1916238 | FACIAL, COLDS, DIFFUSION | 158 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 1916080 | ORGANIC, DIFFUSION, SENSUALITY | 0 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 0 | OIL, FACIAL, HYGIENE, BALANCE, BATHROOM, DIFFUSION | -1916080 | SLEEP |