Fold 4 - Understanding why coefficient -43984 was selected
Tag: JEWISH-BOOKS
Selected Coefficient: -43984
Taxonomy Path: -60.3.7
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -43984 | 4.000000 | -60.3.7 | -7.3.60 (-(7*79^2 + 3*79 + 60)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 178 | 5.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 4025521 | 5.000000 | 76.0.13.8 | 8.13.0.76 (8*79^3 + 13*79^2 + 76) | No |
These are the training products that have the "JEWISH-BOOKS" tag (processing sequence 1820). 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 |
|---|---|---|---|---|---|---|---|
| 9322 | Uncle moishy pesach usb kit | 4025521 | 30-40, CHILDREN | 4069505 | none | ||
| 9309 | Tikkun [kestenbaum ed.] copper gift edition | 178 | Religious & Ceremonial > Religious Items | none | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | none |
| 9138 | Kisvei harambam | 0 | 30-40 | 43984 | none | ||
| 9311 | Leather machzor: pesach - pocket sef.[all] | 0 | 30-40 | 43984 | none | ||
| 9310 | With hearts full of faith (h/c) | -43984 | 20-30 | 0 | none | ||
| 9329 | The concealed and the revealed | -43984 | 20-30 | 0 | none |