Fold 4 - Understanding why coefficient -2213071 was selected
Tag: LEISURE
Selected Coefficient: -2213071
Taxonomy Path: -1.1.13.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2213071 | 1.000003 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -2928893 | 1.000006 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -2908657 | 3.000000 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No |
These are the training products that have the "LEISURE" tag (processing sequence 938). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | -2213071 | AIR, FALL | 0 | none | ||
| 280 | BF Tee, LIGHT Jersey | -2213071 | AIR, FALL | 0 | none | ||
| 281 | EZ Dress, LIGHT Jersey | -2908657 | AIR | -695586 | LINGERIE | ||
| 283 | EZ Dress, SHEER Jersey | -2928893 | JERSEY, AIR | -715822 | LINGERIE |