Fold 3 - Understanding why coefficient -11944801 was selected
Tag: 10 MENS
Selected Coefficient: -11944801
Taxonomy Path: -1.73.17.24
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -11944801 | 2.000000 | -1.73.17.24 | -24.17.73.1 (-(24*79^3 + 17*79^2 + 73*79 + 1)) | Yes | |
| -5947120 | 2.000160 | -0.72.4.12 | -12.4.72.0 (-(12*79^3 + 4*79^2 + 72*79)) | No | |
| -1540974 | 2.000160 | -0.72.9.3 | -3.9.72.0 (-(3*79^3 + 9*79^2 + 72*79)) | No |
These are the training products that have the "10 MENS" tag (processing sequence 223). 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 |
|---|---|---|---|---|---|---|---|
| 12036 | Men's Soho by Skuze Shoes | -1540974 | CHARCOAL | 10403827 | SALE | ||
| 12037 | Men's Milano by Skuze Shoes | -5947120 | GREY | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | SALE | |
| 12035 | Men's Venice by Skuze Shoes | -11944801 | BLUE, GREY | 0 | SALE | ||
| 12038 | Men's Miami by Skuze Shoes | -11944801 | BLUE, GREY | 0 | SALE |