Fold 1 - Understanding why coefficient 1417528 was selected
Tag: BABY
Selected Coefficient: 1417528
Taxonomy Path: 13.14.68.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1417528 | 1.000000 | 13.14.68.3 | 3.68.14.13 (3*71^3 + 68*71^2 + 14*71 + 13) | Yes | |
| 353580709 | 1.000000 | 70.69.63.64.13 | 13.64.63.69.70 (13*71^4 + 64*71^3 + 63*71^2 + 69*71 + 70) | No |
These are the training products that have the "BABY" tag (processing sequence 467). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 353580709 | TOP, APPAREL | 352163181 | CHILDREN, SMALL | ||
| 1520 | CHECK MATE BLANKET | 1417528 | APPAREL | 0 | CHILDREN, TABLEWARE |