Fold 4 - Understanding why coefficient 110320 was selected
Tag: DOTERRA
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 110320 | 0.036146 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 1825681 | 0.036150 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 76041 | 0.048195 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | No | |
| 2363189 | 0.048196 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "DOTERRA" tag (processing sequence 5374). 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 | 2363189 | none | 2252869 | none | ||
| 17166 | doTERRA | Green Mandarin | 1825681 | none | 1715361 | none | ||
| 17127 | doTERRA | Tangerine | 110320 | none | 0 | none | ||
| 17109 | doTERRA | Copaiba | 110320 | none | 0 | none | ||
| 17186 | doTERRA | Pink Pepper | 110320 | none | 0 | none | ||
| 17177 | doTERRA | Madagascar Vanilla | 76041 | none | -34279 | none | ||
| 17195 | doTERRA | Tulsi (Holy Basil) | 76041 | none | -34279 | none |