Fold 4 - Understanding why coefficient -3863100 was selected
Tag: SS SCARF STOLE
Selected Coefficient: -3863100
Taxonomy Path: -0.78.65.7
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -3863100 | 1.012658 | -0.78.65.7 | -7.65.78.0 (-(7*79^3 + 65*79^2 + 78*79)) | Yes | |
| 111864 | 1.088608 | 0.73.17 | 17.73.0 (17*79^2 + 73*79) | No | |
| -7888625 | 8.000000 | -1.0.0.16 | -16.0.0.1 (-(16*79^3 + 1)) | No |
These are the training products that have the "SS SCARF STOLE" tag (processing sequence 2770). 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 |
|---|---|---|---|---|---|---|---|
| 1684 | Sara Scarf - 100% Cotton Knit | 111864 | GREY, COTTON | 3974964 | none | ||
| 1696 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1698 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1699 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1700 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1701 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1702 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | -3863100 | WHITE | 0 | none | ||
| 1703 | Sara Scarf - 100% Cotton Knit | -7888625 | WHITE, COTTON | -4025525 | none |