Fold 3 - Understanding why coefficient -41833 was selected
Tag: CHRISTIAN
Selected Coefficient: -41833
Taxonomy Path: -1.6.6
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? |
|---|---|---|---|---|---|
| -41833 | 2.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | Yes | |
| 186 | 2.000000 | 20.2 | 2.20 (2*83 + 20) | No | |
| 34758 | 2.000000 | 64.3.5 | 5.3.64 (5*83^2 + 3*83 + 64) | No |
These are the training products that have the "CHRISTIAN" tag (processing sequence 3530). 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 |
|---|---|---|---|---|---|---|---|
| 14101 | Silver Dove Earrings - Peace To The World | 34758 | NEW MARCH 2023 | 76591 | none | ||
| 24832 | Hunter's Prayer | 186 | none | 42019 | HUNTING, MORALE PATCH, PVC PATCH, MILITARY | ||
| 2486 | Green Stone Cross Crystal Silver Earrings | -41833 | DROP, EARRINGS | 0 | JESUS, BIBLE |