Fold 2 - Understanding why coefficient -157816247 was selected
Tag: KHAKI
Selected Coefficient: -157816247
Taxonomy Path: -1.1.7.4.4
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? |
|---|---|---|---|---|---|
| -157816247 | 2.000000 | -1.1.7.4.4 | -4.4.7.1.1 (-(4*79^4 + 4*79^3 + 7*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 38000 | 2.000000 | 1.7.6 | 6.7.1 (6*79^2 + 7*79 + 1) | Apparel & Accessories > Shoe Accessories > Shoelaces | No |
These are the training products that have the "KHAKI" tag (processing sequence 3750). 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 |
|---|---|---|---|---|---|---|---|
| 9545 | CAMINO LACES: KHAKI | 38000 | Apparel & Accessories > Shoe Accessories > Shoelaces | none | 157854247 | none | |
| 11359 | California Republic | 0 | DRESS, FLAG | 157816247 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Jeans | none | |
| 11854 | Drew Bomber Jacket | -157816247 | BASEBALL, DAVID-EDWARDS, SIZE-3X-LARGE, SLIM-FIT | 0 | none |