Fold 0 - Understanding why coefficient 248086 was selected
Tag: DURSTON FLAT NOSE
Selected Coefficient: 248086
Taxonomy Path: 12.15.49
Taxonomy Name: Hardware > Tools > Pliers
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 248086 | 0.000000 | 12.15.49 | 49.15.12 (49*71^2 + 15*71 + 12) | Hardware > Tools > Pliers | Yes |
These are the training products that have the "DURSTON FLAT NOSE" tag (processing sequence 1072). 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 |
|---|---|---|---|---|---|---|---|
| 2213 | Durston® Professional Flat Nose Plier 115mm | 248086 | Hardware > Tools > Pliers | none | 0 | none | |
| 2215 | Durston® Professional Round Nose Plier 115mm | 248086 | Hardware > Tools > Pliers | none | 0 | none |