Fold 4 - Understanding why coefficient -7974934 was selected
Tag: KARDASHIAN
Selected Coefficient: -7974934
Taxonomy Path: -1.1.20.22
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -7974934 | 1.000000 | -1.1.20.22 | -22.20.1.1 (-(22*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 1431644 | 1.000000 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 1525). 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 |
|---|---|---|---|---|---|---|---|
| 1081 | Wide Rib Crop Pullover | 1431644 | BLACK | 9406578 | none | ||
| 888 | Distressed Cropped Oxford | -7974934 | ROSE, BUTTON DOWN, GOOD AMERICAN | 0 | none |