Fold 3 - Understanding why coefficient -493039 was selected
Tag: TUNIC
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -493039 | 2.000002 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 2914627 | 3.000000 | 1.1.72.5 | 5.72.1.1 (5*79^3 + 72*79^2 + 79 + 1) | No | |
| 10023206 | 3.000000 | 2.2.26.20 | 20.26.2.2 (20*79^3 + 26*79^2 + 2*79 + 2) | No |
These are the training products that have the "TUNIC" tag (processing sequence 2947). 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 |
|---|---|---|---|---|---|---|---|
| 14410 | Patchwork Heart in Denim/Khaki | 10023206 | HEARTS, PULLOVER | 10516245 | none | ||
| 14296 | Colorblock | 2914627 | PULLOVER, STRIPED | 3407666 | none | ||
| 14263 | Cats! | 0 | PULLOVER | 493039 | none | ||
| 14154 | Brushstroke | -493039 | PULLOVER | 0 | none |