Fold 4 - Understanding why coefficient 99948 was selected
Tag: DOTERRA
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 7
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 | 0.037977 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 1579065 | 0.037981 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
| 68901 | 0.050635 | 13.3.11 | 11.3.13 (11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation | No |
| 2041057 | 0.050637 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "DOTERRA" tag (processing sequence 3558). 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 |
|---|---|---|---|---|---|---|---|
| 17044 | doTERRA | Adaptiv Touch - Calming Blend | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1941109 | none | |
| 17166 | doTERRA | Green Mandarin | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 1479117 | none | |
| 17127 | doTERRA | Tangerine | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 17109 | doTERRA | Copaiba | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 17186 | doTERRA | Pink Pepper | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 17177 | doTERRA | Madagascar Vanilla | 68901 | Health & Beauty > Personal Care > Massage & Relaxation | none | -31047 | none | |
| 17195 | doTERRA | Tulsi (Holy Basil) | 68901 | Health & Beauty > Personal Care > Massage & Relaxation | none | -31047 | none |