Fold 3 - Understanding why coefficient 162 was selected
Tag: CRYSTAL PACKS
Selected Coefficient: 162
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
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? |
|---|---|---|---|---|---|
| 162 | 1.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 55677 | 1.000000 | 13.3.11 | 11.3.13 (11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation | No |
These are the training products that have the "CRYSTAL PACKS" tag (processing sequence 637). 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 |
|---|---|---|---|---|---|---|---|
| 174 | Stress Relief | 55677 | Health & Beauty > Personal Care > Massage & Relaxation | none | 55515 | none | |
| 197 | Wealth | 162 | Religious & Ceremonial > Religious Items | none | 0 | none |