Fold 3 - Understanding why coefficient -5997681 was selected
Tag: BOX
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 81384 | 3.000000 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | No |
| 2558346 | 3.000000 | 10.73.14.5 | 5.14.73.10 (5*79^3 + 14*79^2 + 73*79 + 10) | No |
These are the training products that have the "BOX" tag (processing sequence 173). 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 |
|---|---|---|---|---|---|---|---|
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 2558346 | PARTY FAVOR | 8556027 | PAWSOME | ||
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 6079065 | PARTY FAVORS | |
| 5502 | Airbrush Pet Portrait With Purple Design | 0 | DESIGN | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5509 | Airbrush Pet Portrait With Blue Design | -5997681 | DESIGN, BLUE | 0 | GRAY, TEAL |