Fold 4 - Understanding why coefficient 2122032 was selected
Tag: HEALTH
Selected Coefficient: 2122032
Taxonomy Path: 13.1.24.4
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Knee Braces
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 2122032 | 0.000000 | 13.1.24.4 | 4.24.1.13 (4*79^3 + 24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | Yes |
These are the training products that have the "HEALTH" tag (processing sequence 1582). 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 |
|---|---|---|---|---|---|---|---|
| 5076 | Knee booster Joint Support Knee Pads | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 0 | none |