Fold 4 - Understanding why coefficient -4663937 was selected
Tag: SPIRIT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -3155425 | 2.000000 | -14.3.43.5 | -5.43.3.14 (-(5*83^3 + 43*83^2 + 3*83 + 14)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPIRIT" tag (processing sequence 6296). 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 |
|---|---|---|---|---|---|---|---|
| 31442 | Hard Root Beer | 0 | SINGLES | 4663937 | none | ||
| 28122 | Carla Crop Vest | -3155425 | CLEAN, VEST | 1508512 | none | ||
| 28063 | Breathe Jersey Top | -4663937 | SHORT SLEEVE, TOPS & TEES | 0 | none |