Fold 2 - Understanding why coefficient -2041057 was selected
Tag: UPLIFTING
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -2041057 | 1.012658 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| -124912 | 1.012658 | -13.1.20 | -20.1.13 (-(20*79^2 + 79 + 13)) | No | |
| 2041454 | 2.000000 | 15.8.11.4 | 4.11.8.15 (4*79^3 + 11*79^2 + 8*79 + 15) | No |
These are the training products that have the "UPLIFTING" tag (processing sequence 2996). 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 |
|---|---|---|---|---|---|---|---|
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 2041454 | AROMATHERAPY, SLEEP | 4082511 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -124912 | FACIAL, AROMATHERAPY, COLDS | 1916145 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -2041057 | ORGANIC, AROMATHERAPY | 0 | none |