Fold 2 - Understanding why coefficient 99948 was selected
Tag: SHRUB ESSENCES
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 5
Unique residual values tried: 2
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 | 0.000002 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 2565143 | 0.000008 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
These are the training products that have the "SHRUB ESSENCES" tag (processing sequence 1965). 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 |
|---|---|---|---|---|---|---|---|
| 19986 | Wild Rose Flower Essence | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 2465195 | none | |
| 19832 | Set of Shrub Flower Essences | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | FLOWER ESSENCE SETS, FLOWER ESSENCES | |
| 19856 | Hobblebush Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19983 | Wild Azalea Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19988 | Witch Hazel Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none |