Fold 4 - Understanding why coefficient 653 was selected
Tag: WALL OVEN
Selected Coefficient: 653
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 653 | 1.000000 | 14.9 | 9.14 (9*71 + 14) | Home & Garden > Household Appliances | Yes |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "WALL OVEN" tag (processing sequence 2345). 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 |
|---|---|---|---|---|---|---|---|
| 9965 | Cosmo C106SIX-PT 24" Stainless Steel 2.5 cu. ft. Single Electric Wall Oven | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9966 | Cosmo C51EIX Cosmo 24" Stainless Steel Electric Built-In Wall Oven | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9967 | Cosmo COS-30ESWC 30" Stainless Steel 5 cu. ft. Single Electric Built-In Wall Oven | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 10016 | Cosmo COS-30EDWC 30" Stainless Steel Double Electric Built-In Wall Oven | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 10033 | Summit STM7212KW 24" Bisque Natural Gas Wall Oven with Wire Racks | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 10023 | Cosmo COS-12MWDSS-NH 24" Stainless Steel Built-In Microwave Drawer | 0 | MICROWAVE OVEN | -653 | none |