Fold 4 - Understanding why coefficient 98 was selected
Tag: EXTEND
Selected Coefficient: 98
Taxonomy Path: 19.1
Taxonomy Name: Product Add-Ons > Extended Warranties
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 98 | 0.000000 | 19.1 | 1.19 (79 + 19) | Product Add-Ons > Extended Warranties | Yes |
These are the training products that have the "EXTEND" tag (processing sequence 1330). 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 |
|---|---|---|---|---|---|---|---|
| 14435 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | 0 | none | |
| 14453 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | 0 | none | |
| 14461 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | 0 | none | |
| 14471 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | 0 | none |