Fold 3 - Understanding why coefficient -99856 was selected
Tag: FLOWER ESSENCES
Selected Coefficient: -99856
Taxonomy Path: -0.0.16
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -99856 | 2.000320 | -0.0.16 | -16.0.0 (-(16*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 3274721351 | 2.000320 | 0.0.72.5.5.1 | 1.5.5.72.0.0 (3077056399 + 5*79^4 + 5*79^3 + 72*79^2) | No | |
| -99948 | 3.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | No |
These are the training products that have the "FLOWER ESSENCES" tag (processing sequence 2682). 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 |
|---|---|---|---|---|---|---|---|
| 19833 | Set of the Tree II Flower Essences | 3274721351 | FLOWER ESSENCE SETS | 3274821207 | TREE II ESSENCES | ||
| 19829 | Set of Chakra Flower Essences | 0 | FLOWER ESSENCE SETS | 99856 | CHAKRA ESSENCES | ||
| 19827 | Complete Flower Essence Box Sets | -99856 | FLOWER ESSENCE SETS | 0 | none | ||
| 19828 | Set of At-Risk Flower Essences | -99948 | AT-RISK ESSENCES, FLOWER ESSENCE SETS | -92 | none | ||
| 19832 | Set of Shrub Flower Essences | -99948 | SHRUB ESSENCES, FLOWER ESSENCE SETS | -92 | none |