Fold 0 - Understanding why coefficient 2565143 was selected
Tag: LINDEN
Selected Coefficient: 2565143
Taxonomy Path: 13.1.16.5
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2565143 | 0.000004 | 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 | Yes |
| 99948 | 0.000006 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "LINDEN" tag (processing sequence 2701). 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 |
|---|---|---|---|---|---|---|---|
| 19727 | Sleep Ease Formula | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 0 | none | |
| 19898 | Peaceful Center Formula | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 0 | none | |
| 19899 | Peaceful Center Formula GLYCERITE | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 0 | KIDS GLYCERITES | |
| 19851 | Heart Care Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -2465195 | none | |
| 19876 | Linden Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -2465195 | TREE II ESSENCES |