Fold 0 - Understanding why coefficient 725 was selected
Tag: FREESTANDING RANGES
Selected Coefficient: 725
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 725 | 0.000000 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | Yes |
These are the training products that have the "FREESTANDING RANGES" tag (processing sequence 547). 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 |
|---|---|---|---|---|---|---|---|
| 9902 | Summit REX2051WRT 20" White Smooth-Top Freestanding Electric Range | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 9947 | Cosmo COS-244AGC 24" Stainless Steel Freestanding Compact Gas Range | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 10007 | Summit REX2421WRT 24" White Wide Electric Smooth-Top Range | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 10014 | Thor Kitchen HRE3001 30" Stainless Steel Professional Electric Range | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 10019 | Cosmo COS-GRP486G 48" Stainless Steel Professional Style Double Oven Gas Range | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 10027 | Thor Kitchen HRE2401 24" Stainless Steel Professional Electric Range | 725 | Home & Garden > Household Appliances | none | 0 | none |