Fold 4 - Understanding why coefficient -725 was selected
Tag: BOX
Selected Coefficient: -725
Taxonomy Path: -14.9
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? |
|---|---|---|---|---|---|
| -725 | 3.000000 | -14.9 | -9.14 (-(9*79 + 14)) | Yes | |
| 81384 | 3.000000 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | No |
| 3064118 | 3.000000 | 24.76.16.6 | 6.16.76.24 (6*79^3 + 16*79^2 + 76*79 + 24) | No | |
| 4025525 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "BOX" tag (processing sequence 185). 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 |
|---|---|---|---|---|---|---|---|
| 5502 | Airbrush Pet Portrait With Purple Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DESIGN, CAT | 4026250 | ANIMAL, NAMES | |
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 3064118 | PARTY FAVOR | 3064843 | none | ||
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 82109 | PARTY FAVORS | |
| 5509 | Airbrush Pet Portrait With Blue Design | -725 | DESIGN, GRAY | 0 | BLUE, ANIMAL, NAMES |