Fold 1 - Understanding why coefficient -1610271 was selected
Tag: CONCRETE-BASIN
Selected Coefficient: -1610271
Taxonomy Path: -14.1.21.3
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -1610271 | 0.000000 | -14.1.21.3 | -3.21.1.14 (-(3*79^3 + 21*79^2 + 79 + 14)) | Yes |
These are the training products that have the "CONCRETE-BASIN" tag (processing sequence 1088). 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 |
|---|---|---|---|---|---|---|---|
| 6953 | Nood Co. - Vesl Square Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6954 | Nood Co. - Prism Circle Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6955 | Nood Co. - Hoop Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6964 | Nood Co. - Bowl Basin Two Tone Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6965 | Nood Co. - Bowl Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6966 | Nood Co. - Pill Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6980 | Nood Co. - Cube Basin Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none | ||
| 6981 | Nood Co. - Stepp Basin Rectangle Surface Mount | -1610271 | ABOVE-COUNTER-BASINS, BATHWARE | 0 | none |