Fold 2 - Understanding why coefficient 99948 was selected
Tag: FLOWER ESSENCE SETS
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 99948 | 2.012818 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 3274821299 | 2.012979 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3077056399 + 5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | No |
| 125070 | 2.037975 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLOWER ESSENCE SETS" tag (processing sequence 2374). 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 | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | none | 3274721351 | FLOWER ESSENCES, TREE II ESSENCES | |
| 19830 | Set of Forest Floor Flower Essences | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 25122 | FLOWER ESSENCES, FOREST FLOOR ESSENCES | |
| 19828 | Set of At-Risk Flower Essences | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | AT-RISK ESSENCES, FLOWER ESSENCES | |
| 19829 | Set of Chakra Flower Essences | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | CHAKRA ESSENCES, FLOWER ESSENCES | |
| 19831 | Set of Tree I Flower Essences | 0 | TREE I ESSENCES | -99948 | none | ||
| 19832 | Set of Shrub Flower Essences | 0 | SHRUB ESSENCES | -99948 | FLOWER ESSENCES |