Fold 0 - Understanding why coefficient -580097 was selected
Tag: KUSH KITTIE
Selected Coefficient: -580097
Taxonomy Path: -0.75.13.1
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? |
|---|---|---|---|---|---|
| -580097 | 1.000160 | -0.75.13.1 | -1.13.75.0 (-(493039 + 13*79^2 + 75*79)) | Yes | |
| -548892 | 1.000160 | -0.75.8.1 | -1.8.75.0 (-(493039 + 8*79^2 + 75*79)) | No | |
| -599290 | 2.000000 | -75.1.17.1 | -1.17.1.75 (-(493039 + 17*79^2 + 79 + 75)) | No |
These are the training products that have the "KUSH KITTIE" tag (processing sequence 1872). 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 |
|---|---|---|---|---|---|---|---|
| 10881 | Fan Me Leaf Necklace | -548892 | ACCESSORIES | 31205 | none | ||
| 10894 | Bud Leaf Wrap Bracelets | -580097 | ACCESSORIES | 0 | none | ||
| 10869 | Kush Kittie Media Kit | -599290 | ACCESSORIES | -19193 | STICKER |