Fold 0 - Understanding why coefficient -4444317 was selected
Tag: SINGLE OILS
Selected Coefficient: -4444317
Taxonomy Path: -14.9.1.9
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -4444317 | 1.000000 | -14.9.1.9 | -9.1.9.14 (-(9*79^3 + 6241 + 9*79 + 14)) | Yes | |
| 2565143 | 1.000000 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
These are the training products that have the "SINGLE OILS" tag (processing sequence 3278). 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 |
|---|---|---|---|---|---|---|---|
| 17105 | doTERRA | Black Spruce | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 7009460 | none | |
| 17166 | doTERRA | Green Mandarin | -4444317 | DOTERRA, ESSENTIAL OILS | 0 | none |