Fold 4 - Understanding why coefficient 322 was selected
Tag: ALUMINIUM PLATFORM
Selected Coefficient: 322
Taxonomy Path: 6.4
Taxonomy Name: Business & Industrial > Construction
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 322 | 1.000000 | 6.4 | 4.6 (4*79 + 6) | Business & Industrial > Construction | Yes |
| 118006025 | 4.000000 | 12.15.27.2.3 | 3.2.27.15.12 (3*79^4 + 2*79^3 + 27*79^2 + 15*79 + 12) | Hardware > Tools > Ladders & Scaffolding > Ladders > Step Ladders | No |
These are the training products that have the "ALUMINIUM PLATFORM" tag (processing sequence 441). 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 |
|---|---|---|---|---|---|---|---|
| 7047 | Indalex Pro-Series Aluminium 12 Step 3.6m Platform Ladder (4.6m Rail) | 118006025 | Hardware > Tools > Ladders & Scaffolding > Ladders > Step Ladders | none | 118005703 | SIZE_3.6M/12F | |
| 7040 | Indalex Pro-Series Aluminium 4 Step 1.2m Platform Ladder (2.1m Rail) | 322 | Business & Industrial > Construction | none | 0 | none | |
| 7041 | Indalex Pro-Series Aluminium 5 Step 1.5m Platform Ladder (2.4m Rail) | 322 | Business & Industrial > Construction | none | 0 | none | |
| 7042 | Indalex Pro-Series Aluminium 6 Step 1.8m Platform Ladder (2.7m Platform) | 322 | Business & Industrial > Construction | none | 0 | none | |
| 7045 | Indalex Pro-Series Aluminium 9 Step 2.7m Platform Ladder (3.7m Rail) | 322 | Business & Industrial > Construction | none | 0 | none |