Fold 2 - Understanding why coefficient -99948 was selected
Tag: FLOWER ESSENCES
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -99948 | 2.000000 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| 25122 | 3.012658 | 0.2.4 | 4.2.0 (4*79^2 + 2*79) | No | |
| 3274721351 | 3.012658 | 0.0.72.5.5.1 | 1.5.5.72.0.0 (3077056399 + 5*79^4 + 5*79^3 + 72*79^2) | No |
These are the training products that have the "FLOWER ESSENCES" tag (processing sequence 2671). 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 | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | TREE II ESSENCES | |
| 19830 | Set of Forest Floor Flower Essences | 25122 | FLOWER ESSENCE SETS | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | FOREST FLOOR ESSENCES | |
| 19828 | Set of At-Risk Flower Essences | -99948 | FLOWER ESSENCE SETS, AT-RISK ESSENCES | 0 | none | ||
| 19829 | Set of Chakra Flower Essences | -99948 | FLOWER ESSENCE SETS, CHAKRA ESSENCES | 0 | none | ||
| 19832 | Set of Shrub Flower Essences | -99948 | SHRUB ESSENCES, FLOWER ESSENCE SETS | 0 | none |