Fold 2 - Understanding why coefficient 227 was selected
Tag: ROLLS
Selected Coefficient: 227
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
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? |
|---|---|---|---|---|---|
| 227 | 0.000000 | 14.3 | 3.14 (3*71 + 14) | Home & Garden > Decor | Yes |
These are the training products that have the "ROLLS" tag (processing sequence 1985). 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 |
|---|---|---|---|---|---|---|---|
| 6674 | Turquoise premium soft nylon tulle 6 inch x 100 yard roll | 227 | Home & Garden > Decor | none | 0 | none | |
| 6697 | Light Gold premium soft nylon tulle 6 inch x 100 yard roll | 227 | Home & Garden > Decor | none | 0 | none | |
| 6704 | Fuschia premium soft nylon tulle 6 inch x 100 yard roll | 227 | Home & Garden > Decor | none | 0 | none | |
| 6705 | Lemon premium soft nylon tulle 6 inch x 100 yard roll | 227 | Home & Garden > Decor | none | 0 | none |