Fold 2 - Understanding why coefficient 2363189 was selected
Tag: DOTERRA
Selected Coefficient: 2363189
Taxonomy Path: 13.3.11.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 2363189 | 0.036150 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | Yes | |
| 76041 | 0.036152 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | No | |
| 5222124 | 0.036153 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 110320 | 0.072291 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 1825681 | 0.072293 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "DOTERRA" tag (processing sequence 5996). 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 |
|---|---|---|---|---|---|---|---|
| 17100 | doTERRA | Abode | 5222124 | none | 2858935 | none | ||
| 17044 | doTERRA | Adaptiv Touch - Calming Blend | 2363189 | none | 0 | none | ||
| 17101 | doTERRA | Adaptiv - Calming Blend | 2363189 | none | 0 | none | ||
| 17182 | doTERRA | Neroli Touch | 2363189 | none | 0 | SINGLE OILS | ||
| 17166 | doTERRA | Green Mandarin | 1825681 | none | -537508 | SINGLE OILS | ||
| 17109 | doTERRA | Copaiba | 110320 | none | -2252869 | SINGLE OILS | ||
| 17186 | doTERRA | Pink Pepper | 110320 | none | -2252869 | SINGLE OILS | ||
| 17177 | doTERRA | Madagascar Vanilla | 76041 | none | -2287148 | SINGLE OILS | ||
| 17195 | doTERRA | Tulsi (Holy Basil) | 76041 | none | -2287148 | SINGLE OILS |