Fold 3 - Understanding why coefficient -1535286 was selected
Tag: FUN
Selected Coefficient: -1535286
Taxonomy Path: -0.0.9.3
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? |
|---|---|---|---|---|---|
| -1535286 | 0.000160 | -0.0.9.3 | -3.9.0.0 (-(3*79^3 + 9*79^2)) | Yes | |
| 4974077 | 0.000160 | 0.0.7.10 | 10.7.0.0 (10*79^3 + 7*79^2) | No |
These are the training products that have the "FUN" tag (processing sequence 1471). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 4974077 | EASY | 6509363 | ONE SIZE, SWIMSUIT | ||
| 903 | Dottie | -1535286 | BRIGHT | 0 | none |