Fold 2 - Understanding why coefficient -23991770779 was selected
Tag: EYES
Selected Coefficient: -23991770779
Taxonomy Path: -0.0.0.76.62.7
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? |
|---|---|---|---|---|---|
| -23991770779 | 1.000002 | -0.0.0.76.62.7 | -7.62.76.0.0.0 (-(7*79^5 + 62*79^4 + 76*79^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 55924 | 2.000000 | 71.75.8 | 8.75.71 (8*79^2 + 75*79 + 71) | No |
These are the training products that have the "EYES" tag (processing sequence 3731). 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 |
|---|---|---|---|---|---|---|---|
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 55924 | MEDITATION | 23991826703 | HOUSEHOLD | ||
| 3089 | Eco Minerals 100% Smooth Natural Mascara | 0 | LASHES | 23991770779 | none | ||
| 16509 | GrandeREVIVE Brightening Eye Crème with Wrinkle Defense | -23991770779 | GRANDE RETAIL | 0 | none |