Fold 3 - Understanding why coefficient -21166 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -21166
Taxonomy Path: -1.6.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -21166 | 2.000000 | -1.6.3 | -3.6.1 (-(3*83^2 + 6*83 + 1)) | Yes | |
| -55425 | 3.000000 | -64.3.8 | -8.3.64 (-(8*83^2 + 3*83 + 64)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 3044). 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 |
|---|---|---|---|---|---|---|---|
| 294 | Farm Sanctuary Intention Bracelet | 0 | BRACELET | 21166 | none | ||
| 270 | Intention Bracelet (Small) | -21166 | PYRITE, BRACELET | 0 | none | ||
| 271 | Intention Bracelet (Large) | -21166 | PYRITE, BRACELET | 0 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -55425 | NECKLACE | -34259 | SAFETY |