Fold 1 - Understanding why coefficient -116850243 was selected
Tag: COLOUR-MIDNIGHT
Selected Coefficient: -116850243
Taxonomy Path: -0.0.0.0.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -116850243 | 1.000000 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*79^4)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No | |
| -117842642 | 2.000000 | -1.1.1.2.3 | -3.2.1.1.1 (-(3*79^4 + 2*79^3 + 6241 + 79 + 1)) | No |
These are the training products that have the "COLOUR-MIDNIGHT" tag (processing sequence 3673). 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 |
|---|---|---|---|---|---|---|---|
| 7613 | Classic Tank - Midnight | 0 | COLOURGROUP-BLUE | 116850243 | none | ||
| 7642 | Classic Sweater - Midnight | -116850243 | COLOURGROUP-BLUE | 0 | none | ||
| 7717 | Smart Pocket Full Length Tight - Midnight Blue | -117842642 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK, COLOURGROUP-BLUE | -992399 | none |