Fold 0 - Understanding why coefficient 124912 was selected
Tag: LUNGS
Selected Coefficient: 124912
Taxonomy Path: 13.1.20
Taxonomy Name: Health & Beauty > Health Care > Respiratory Care
Products with this tag: 6
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 124912 | 0.000000 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | Yes |
These are the training products that have the "LUNGS" tag (processing sequence 581). 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 |
|---|---|---|---|---|---|---|---|
| 19751 | Open Breath Formula | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | SIDA, ELEUTHERO | |
| 19767 | Deep Lung Formula GLYCERITE | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 19825 | Elecampane Extract | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 19879 | Lung Defense Formula | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 19880 | Deep Lung Formula | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 19981 | White Pine Liquid Extract | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none |