Fold 2 - Understanding why coefficient 124912 was selected
Tag: CONGESTION
Selected Coefficient: 124912
Taxonomy Path: 13.1.20
Taxonomy Name: Health & Beauty > Health Care > Respiratory Care
Products with this tag: 3
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 "CONGESTION" tag (processing sequence 1216). 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 |
|---|---|---|---|---|---|---|---|
| 3119 | Kiwiherb De-Stuff (Organic) | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none | |
| 3121 | Kiwiherb De-Stuff Rub (Organic) | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 0 | none |