Fold 4 - Understanding why coefficient -4663937 was selected
Tag: CHRISTIAN
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -241096 | 3.000000 | -64.82.34 | -34.82.64 (-(34*83^2 + 82*83 + 64)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 186 | 3.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "CHRISTIAN" tag (processing sequence 4751). 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 |
|---|---|---|---|---|---|---|---|
| 27656 | Jesus in King no matter who is president 11oz Mug | 186 | none | 4664123 | none | ||
| 2486 | Green Stone Cross Crystal Silver Earrings | 0 | EARRINGS | 4663937 | none | ||
| 24832 | Hunter's Prayer | -241096 | PVC PATCH | 4422841 | HUNTING, MORAL PATCH, MORALE PATCH, MILITARY | ||
| 31898 | Love Like Jesus | Peach | Short Sleeve Tee | -4663937 | SHORT-SLEEVE, SHOP ALL | 0 | none |