Fold 3 - Understanding why coefficient -11944801 was selected
Tag: 11.5 WOMENS
Selected Coefficient: -11944801
Taxonomy Path: -1.73.17.24
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -11944801 | 2.000160 | -1.73.17.24 | -24.17.73.1 (-(24*79^3 + 17*79^2 + 73*79 + 1)) | Yes | |
| -5965923 | 2.000160 | -1.73.7.12 | -12.7.73.1 (-(12*79^3 + 7*79^2 + 73*79 + 1)) | No | |
| -15970326 | 3.000000 | -2.74.30.32 | -32.30.74.2 (-(32*79^3 + 30*79^2 + 74*79 + 2)) | No | |
| -5990807 | 3.000000 | -0.72.11.12 | -12.11.72.0 (-(12*79^3 + 11*79^2 + 72*79)) | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 234). 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 |
|---|---|---|---|---|---|---|---|
| 12047 | Women's Del Marina by Skuze Shoes | -5965923 | BROWN, GREY | 5978878 | none | ||
| 12045 | Women's Milano by Skuze Shoes | -5990807 | GREY | 5953994 | Apparel & Accessories > Clothing > Lingerie > Women's Undershirts | SALE | |
| 12046 | Women's Miami by Skuze Shoes | -11944801 | BLUE, GREY | 0 | SALE | ||
| 12039 | Women's Venice by Skuze Shoes | -15970326 | PINK, BLUE, GREY | -4025525 | SALE |