Fold 4 - Understanding why coefficient 1330834 was selected
Tag: ALUMINIUM SINGLE
Selected Coefficient: 1330834
Taxonomy Path: 12.15.27.2
Taxonomy Name: Hardware > Tools > Ladders & Scaffolding > Ladders
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? |
|---|---|---|---|---|---|
| 1330834 | 0.000000 | 12.15.27.2 | 2.27.15.12 (2*83^3 + 27*83^2 + 15*83 + 12) | Hardware > Tools > Ladders & Scaffolding > Ladders | Yes |
These are the training products that have the "ALUMINIUM SINGLE" tag (processing sequence 1744). 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 |
|---|---|---|---|---|---|---|---|
| 7020 | Indalex Pro Series Aluminium Single Straight Ladder 4.3m 14ft | 1330834 | Hardware > Tools > Ladders & Scaffolding > Ladders | none | 0 | TYPE_SINGLE | |
| 7021 | Indalex Pro Series Aluminium Single Straight Ladder 3.7m 12ft | 1330834 | Hardware > Tools > Ladders & Scaffolding > Ladders | none | 0 | TYPE_SINGLE, SIZE_3.6M/12F |