Fold 1 - 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 | |
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "BIBLE" tag (processing sequence 3243). 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 | 178 | Religious & Ceremonial > Religious Items | 30-40, JEWISH-BOOKS | 194375 | none | |
| 2486 | Green Stone Cross Crystal Silver Earrings | -194197 | CHRISTIAN, EARRINGS, CRYSTAL | 0 | none |