Fold 0 - Understanding why coefficient 1012241 was selected
Tag: LOUNGE
Selected Coefficient: 1012241
Taxonomy Path: 14.15.4.2
Taxonomy Name: Home & Garden > Linens & Bedding > Towels > Beach Towels
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1012241 | 0.000000 | 14.15.4.2 | 2.4.15.14 (2*79^3 + 4*79^2 + 15*79 + 14) | Home & Garden > Linens & Bedding > Towels > Beach Towels | Yes |
These are the training products that have the "LOUNGE" tag (processing sequence 1635). 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 |
|---|---|---|---|---|---|---|---|
| 20877 | Go Vegan Revolution Beach Towel | 1012241 | Home & Garden > Linens & Bedding > Towels > Beach Towels | none | 0 | none |