Fold 0 - Understanding why coefficient -2369900 was selected
Tag: KSUBI
Selected Coefficient: -2369900
Taxonomy Path: -1.1.12.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2369900 | 2.000145 | -1.1.12.4 | -4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1)) | Yes | |
| -4663937 | 2.000435 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 571787 | 4.000002 | 0.0.0.1 | 1.0.0.0 (571787) | No |
These are the training products that have the "KSUBI" tag (processing sequence 4606). 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 |
|---|---|---|---|---|---|---|---|
| 8623 | Ksubi Fleece Cut-Off Tank - Grey | 571787 | T-SHIRTS | 2941687 | Apparel & Accessories > Clothing > Pants > Jeggings | none | |
| 8634 | Ksubi Serpent S/S Shirt - Black | 0 | SHIRTS | 2369900 | none | ||
| 8621 | Ksubi Hazlow City High Rise Jeans - Denim | -2369900 | CLOTHING-SIZE-30, JEANS | 0 | none | ||
| 8635 | Ksubi Chitch Krow Krushed Jeans - Black | -2369900 | CLOTHING-SIZE-30, JEANS | 0 | ALL-PANTS | ||
| 8637 | Ksubi Chitch Thrashed Jeans - Denim | -2369900 | CLOTHING-SIZE-30, JEANS | 0 | none | ||
| 8622 | Ksubi Scott Biggie Tee - Brown | -4663937 | TEES, T-SHIRTS | -2294037 | none |