Fold 1 - Understanding why coefficient 653 was selected
Tag: GADGET
Selected Coefficient: 653
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
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? |
|---|---|---|---|---|---|
| 653 | 0.000000 | 14.9 | 9.14 (9*71 + 14) | Home & Garden > Household Appliances | Yes |
These are the training products that have the "GADGET" tag (processing sequence 778). 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 |
|---|---|---|---|---|---|---|---|
| 5077 | MOSQUITO DESTROYER LAMP | 653 | Home & Garden > Household Appliances | none | 0 | none |