Fold 3 - Understanding why coefficient 92 was selected
Tag: TREE I ESSENCES
Selected Coefficient: 92
Taxonomy Path: 13.1
Taxonomy Name: Health & Beauty > Health Care
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? |
|---|---|---|---|---|---|
| 92 | 1.000320 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | Yes |
| 99948 | 1.000320 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TREE I ESSENCES" tag (processing sequence 2734). 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 |
|---|---|---|---|---|---|---|---|
| 19713 | Sassafras Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 99856 | none | |
| 19850 | Hawthorne Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 99856 | none | |
| 19906 | Red Cedar Flower Essence | 92 | Health & Beauty > Health Care | none | 0 | none | |
| 19982 | White Pine Flower Essence | 92 | Health & Beauty > Health Care | none | 0 | none | |
| 19831 | Set of Tree I Flower Essences | 0 | FLOWER ESSENCE SETS | -92 | none |