Fold 3 - Understanding why coefficient -3997423 was selected
Tag: JEWISH-BOOKS
Selected Coefficient: -3997423
Taxonomy Path: -52.69.11.11
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? |
|---|---|---|---|---|---|
| -3997423 | 1.000000 | -52.69.11.11 | -11.11.69.52 (-(11*71^3 + 11*71^2 + 69*71 + 52)) | Yes | |
| 162 | 1.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "JEWISH-BOOKS" tag (processing sequence 1528). 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 |
|---|---|---|---|---|---|---|---|
| 9309 | Tikkun [kestenbaum ed.] copper gift edition | 162 | Religious & Ceremonial > Religious Items | none | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none |
| 9310 | With hearts full of faith (h/c) | -3997423 | 20-30 | 0 | none |