Fold 4 - Understanding why coefficient -2908657 was selected
Tag: LINGERIE
Selected Coefficient: -2908657
Taxonomy Path: -0.0.9.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2908657 | 0.014283 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | Yes | |
| 0 | 0.014283 | 0 | 0 (0) | No | |
| -2928750 | 0.028169 | -0.70.12.8 | -8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71)) | No |
These are the training products that have the "LINGERIE" tag (processing sequence 1569). 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 |
|---|---|---|---|---|---|---|---|
| 282 | EZ Dress, MEDIUM Jersey | 0 | LIGHTWEIGHT, JERSEY | 2908657 | none | ||
| 281 | EZ Dress, LIGHT Jersey | -2908657 | LIGHTWEIGHT | 0 | none | ||
| 7814 | Green Fairy | -2928750 | GREEN | -20093 | REUSABLE |