Fold 1 - Understanding why coefficient 99948 was selected
Tag: TREE I ESSENCES
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 4
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 | 0.000160 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 92 | 0.000481 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | No |
These are the training products that have the "TREE I ESSENCES" tag (processing sequence 2132). 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 |
|---|---|---|---|---|---|---|---|
| 19772 | Eastern Hemlock Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19831 | Set of Tree I Flower Essences | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19838 | Flowering Dogwood Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19906 | Red Cedar Flower Essence | 92 | Health & Beauty > Health Care | none | -99856 | none |