Fold 4 - Understanding why coefficient 1516643 was selected
Tag: UNDERWEAR
Selected Coefficient: 1516643
Taxonomy Path: 1.1.6.3
Taxonomy Name: Apparel & Accessories > Clothing > Lingerie > Bras
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1516643 | 2.000000 | 1.1.6.3 | 3.6.1.1 (3*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Bras | Yes |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 1491599 | 2.000160 | 0.0.2.3 | 3.2.0.0 (3*79^3 + 2*79^2) | No |
These are the training products that have the "UNDERWEAR" tag (processing sequence 2969). 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 |
|---|---|---|---|---|---|---|---|
| 130 | Lace Triangle Soft Bra | 1516643 | Apparel & Accessories > Clothing > Lingerie > Bras | none | 0 | none | |
| 142 | French Brief | 1516643 | Apparel & Accessories > Clothing > Lingerie > Bras | BRIEFS | 0 | none | |
| 124 | Lace Brief | 1491599 | LACE, BRIEFS | -25044 | none | ||
| 129 | Lace Brief | 0 | MESH, BRIEFS | -1516643 | none |