Fold 1 - Understanding why coefficient 165503 was selected
Tag: STORMLIGHT
Selected Coefficient: 165503
Taxonomy Path: 1.2.24
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? |
|---|---|---|---|---|---|
| 165503 | 0.012193 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | Yes | |
| 69057 | 0.012339 | 1.2.10 | 10.2.1 (10*83^2 + 2*83 + 1) | No | |
| 606731 | 0.036145 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No |
These are the training products that have the "STORMLIGHT" tag (processing sequence 4904). 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 |
|---|---|---|---|---|---|---|---|
| 33831 | Chach Glyph Pendant - Enameled Silver | 606731 | none | 441228 | BRANDON SANDERSON | ||
| 33832 | Chach Glyph Pin | 165503 | none | 0 | BRANDON SANDERSON | ||
| 33833 | Chach Glyph Pin - Bronze | 165503 | none | 0 | none | ||
| 33815 | Chach Glyph Cufflinks - Enameled Silver | 69057 | none | -96446 | BRANDON SANDERSON |