Fold 2 - Understanding why coefficient -17942482 was selected
Tag: 11.5 WOMENS
Selected Coefficient: -17942482
Taxonomy Path: -2.74.30.36
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -17942482 | 2.000000 | -2.74.30.36 | -36.30.74.2 (-(36*79^3 + 30*79^2 + 74*79 + 2)) | Yes | |
| -5940879 | 2.000000 | -0.72.3.12 | -12.3.72.0 (-(12*79^3 + 3*79^2 + 72*79)) | No | |
| 6874 | 2.000000 | 1.8.1 | 1.8.1 (6241 + 8*79 + 1) | Apparel & Accessories > Shoes > Athletic Shoes | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 230). 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 |
|---|---|---|---|---|---|---|---|
| 12044 | Women's Soho by Skuze Shoes | 6874 | Apparel & Accessories > Shoes > Athletic Shoes | none | 17949356 | CHARCOAL | |
| 12047 | Women's Del Marina by Skuze Shoes | -5940879 | GREY | 12001603 | none | ||
| 12039 | Women's Venice by Skuze Shoes | -17942482 | PINK, GREY, BLUE | 0 | none |