Fold 4 - Understanding why coefficient 178 was selected
Tag: JEWISH-BOOKS
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 178 | 2.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "JEWISH-BOOKS" tag (processing sequence 538). 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 | OVER-1, 30-40 | 0 | none | |
| 9309 | Tikkun [kestenbaum ed.] copper gift edition | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9311 | Leather machzor: pesach - pocket sef.[all] | 178 | Religious & Ceremonial > Religious Items | OVER-1, 30-40 | 0 | none | |
| 9322 | Uncle moishy pesach usb kit | 178 | Religious & Ceremonial > Religious Items | OVER-1, 30-40 | 0 | none | |
| 9310 | With hearts full of faith (h/c) | 0 | OVER-1 | -178 | none | ||
| 9329 | The concealed and the revealed | 0 | OVER-1 | -178 | none |