Fold 3 - Understanding why coefficient -194197 was selected
Tag: BIBLE
Selected Coefficient: -194197
Taxonomy Path: -15.9.31
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? |
|---|---|---|---|---|---|
| -194197 | 1.000000 | -15.9.31 | -31.9.15 (-(31*79^2 + 9*79 + 15)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIBLE" tag (processing sequence 3314). 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 |
|---|---|---|---|---|---|---|---|
| 9138 | Kisvei harambam | 0 | JEWISH-BOOKS | 194197 | none | ||
| 2486 | Green Stone Cross Crystal Silver Earrings | -194197 | CHRISTIAN, EARRINGS, CRYSTAL | 0 | none |