Fold 4 - Understanding why coefficient 661428 was selected
Tag: LADIES TOP
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 661428 | 1.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "LADIES TOP" tag (processing sequence 2418). 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 |
|---|---|---|---|---|---|---|---|
| 32828 | Savanna Jane Boho Striped top | 661428 | none | 0 | LADIES APPAREL | ||
| 5652 | / | 661428 | none | 0 | none | ||
| 32818 | Crazy Train Spark Joy Top | 661428 | none | 0 | LADIES APPAREL, CRAZY TRAIN | ||
| 5583 | Tulle Accord White -Top or Duster -2 | 661428 | none | 0 | none | ||
| 32829 | Savanna Jane Boho Stripe top | 661428 | none | 0 | LADIES APPAREL | ||
| 32842 | Zenana Lace Bottom Top | 661428 | none | 0 | LADIES APPAREL | ||
| 32839 | Peace+Love=Baseball Tshirt | 0 | T SHIRTS | -661428 | LADIES APPAREL, BASEBALL |