Fold 2 - Understanding why coefficient 4663937 was selected
Tag: JESUS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4663937 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 95495487 | 7.000000 | 3.2.1.1.2 | 2.1.1.2.3 (2*83^4 + 571787 + 6889 + 2*83 + 3) | No |
These are the training products that have the "JESUS" tag (processing sequence 2923). 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 |
|---|---|---|---|---|---|---|---|
| 33325 | Jesus - Full Round - Diamond Painting | 95495487 | none | 90831550 | PAINTING | ||
| 5849 | Good Is God - Unisex recycled t-shirt | 4663937 | none | 0 | none | ||
| 5851 | Jesus King - Unisex recycled t-shirt | 4663937 | none | 0 | none | ||
| 5852 | Jesus Saves - Unisex recycled t-shirt | 4663937 | none | 0 | none | ||
| 5854 | Unisex recycled t-shirt | 4663937 | none | 0 | none | ||
| 5853 | Jesus Super Star - Unisex recycled t-shirt | 4663937 | none | 0 | none | ||
| 24406 | Light in the Darkness | 0 | UNISEX TEE | -4663937 | none | ||
| 938 | Gizeh: Black | 0 | CHIC SANDALS | -4663937 | none |