Fold 0 - Understanding why coefficient -92 was selected
Tag: FLOWER ESSENCES
Selected Coefficient: -92
Taxonomy Path: -13.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -92 | 2.012818 | -13.1 | -1.13 (-(79 + 13)) | Yes | |
| 99764 | 2.012979 | 66.77.15 | 15.77.66 (15*79^2 + 77*79 + 66) | No | |
| 25030 | 2.037975 | 66.0.4 | 4.0.66 (4*79^2 + 66) | No | |
| 3274821207 | 4.000160 | 0.0.9.6.5.1 | 1.5.6.9.0.0 (3077056399 + 5*79^4 + 6*79^3 + 9*79^2) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No |
These are the training products that have the "FLOWER ESSENCES" tag (processing sequence 3042). 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 | 3274821207 | FLOWER ESSENCE SETS | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | TREE II ESSENCES | |
| 19829 | Set of Chakra Flower Essences | 99764 | FLOWER ESSENCE SETS, CHAKRA ESSENCES | 99856 | none | ||
| 19830 | Set of Forest Floor Flower Essences | 25030 | FLOWER ESSENCE SETS, FOREST FLOOR ESSENCES | 25122 | none | ||
| 19827 | Complete Flower Essence Box Sets | 0 | FLOWER ESSENCE SETS | 92 | Health & Beauty > Health Care | none | |
| 19828 | Set of At-Risk Flower Essences | -92 | AT-RISK ESSENCES, FLOWER ESSENCE SETS | 0 | none | ||
| 19832 | Set of Shrub Flower Essences | -92 | SHRUB ESSENCES, FLOWER ESSENCE SETS | 0 | none |