Fold 2 - Understanding why coefficient -11969845 was selected
Tag: 10 MENS
Selected Coefficient: -11969845
Taxonomy Path: -2.74.21.24
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? |
|---|---|---|---|---|---|
| -11969845 | 2.000000 | -2.74.21.24 | -24.21.74.2 (-(24*79^3 + 21*79^2 + 74*79 + 2)) | Yes | |
| -11944801 | 2.000000 | -1.73.17.24 | -24.17.73.1 (-(24*79^3 + 17*79^2 + 73*79 + 1)) | No | |
| -5940879 | 2.000000 | -0.72.3.12 | -12.3.72.0 (-(12*79^3 + 3*79^2 + 72*79)) | No |
These are the training products that have the "10 MENS" tag (processing sequence 219). 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 |
|---|---|---|---|---|---|---|---|
| 12048 | Men's Del Marina by Skuze Shoes | -5940879 | GREY | 6028966 | none | ||
| 12035 | Men's Venice by Skuze Shoes | -11944801 | GREY, BLUE | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 12038 | Men's Miami by Skuze Shoes | -11969845 | GREY, BLUE, RED | 0 | none |