Fold 4 - Understanding why coefficient -3274696229 was selected
Tag: FLOWER ESSENCE SETS
Selected Coefficient: -3274696229
Taxonomy Path: -0.77.67.5.5.1
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? |
|---|---|---|---|---|---|
| -3274696229 | 1.012658 | -0.77.67.5.5.1 | -1.5.5.67.77.0 (-(3077056399 + 5*79^4 + 5*79^3 + 67*79^2 + 77*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 92 | 2.000000 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | No |
These are the training products that have the "FLOWER ESSENCE SETS" 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 |
|---|---|---|---|---|---|---|---|
| 19827 | Complete Flower Essence Box Sets | 92 | Health & Beauty > Health Care | none | 3274696321 | none | |
| 19828 | Set of At-Risk Flower Essences | 0 | AT-RISK ESSENCES | 3274696229 | none | ||
| 19830 | Set of Forest Floor Flower Essences | -3274696229 | FOREST FLOOR ESSENCES | 0 | none |