Fold 1 - Understanding why coefficient -37552031 was selected
Tag: REVITALISING
Selected Coefficient: -37552031
Taxonomy Path: -13.78.12.76
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? |
|---|---|---|---|---|---|
| -37552031 | 2.000000 | -13.78.12.76 | -76.12.78.13 (-(76*79^3 + 12*79^2 + 78*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 197820824 | 2.000000 | 5.77.17.6.5 | 5.6.17.77.5 (5*79^4 + 6*79^3 + 17*79^2 + 77*79 + 5) | No |
These are the training products that have the "REVITALISING" tag (processing sequence 4089). 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 |
|---|---|---|---|---|---|---|---|
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 197820824 | MEDITATION, VITALITY | 235372855 | none | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 0 | SCARS | 37552031 | FACE | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | -37552031 | ANTI-VIRAL, RESTORATIVE | 0 | none |