Fold 1 - 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: 8
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? |
|---|---|---|---|---|---|
| -3863100 | 2.037975 | -0.78.65.7 | -7.65.78.0 (-(7*79^3 + 65*79^2 + 78*79)) | Yes | |
| 0 | 2.037975 | 0 | 0 (0) | No | |
| -121761911 | 6.012658 | -1.0.76.9.3 | -3.9.76.0.1 (-(3*79^4 + 9*79^3 + 76*79^2 + 1)) | No | |
| -3913661 | 6.012658 | -1.7.74.7 | -7.74.7.1 (-(7*79^3 + 74*79^2 + 7*79 + 1)) | No |
These are the training products that have the "SS SCARF STOLE" tag (processing sequence 2782). 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 |
|---|---|---|---|---|---|---|---|
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 0 | SILK | 3863100 | none | ||
| 1682 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 0 | SILK | 3863100 | none | ||
| 1683 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 0 | SILK | 3863100 | none | ||
| 1701 | 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 | ||
| 1684 | Sara Scarf - 100% Cotton Knit | -3913661 | GREY, COTTON | -50561 | none | ||
| 1697 | Sara Scarf - 100% Cotton Knit | -121761911 | BABY PINK, COTTON | -117898811 | none |