Fold 0 - Understanding why coefficient 574 was selected
Tag: CLEANING
Selected Coefficient: 574
Taxonomy Path: 6.8
Taxonomy Name: Business & Industrial > Food Service
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? |
|---|---|---|---|---|---|
| 574 | 1.000000 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | Yes |
| 2908657 | 1.000000 | 0.0.9.8 | 8.9.0.0 (8*71^3 + 9*71^2) | No |
These are the training products that have the "CLEANING" tag (processing sequence 881). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 2908657 | ANTISEPTIC, BIO-DEGRADABLE, BIODEGRADABLE | 2908083 | LAUNDRY | ||
| 1420 | Draft Line Cleaning Kit - Ecoline | 574 | Business & Industrial > Food Service | none | 0 | none |