Fold 2 - Understanding why coefficient 2059610 was selected
Tag: FRAILS
Selected Coefficient: 2059610
Taxonomy Path: 1.1.14.4
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Short Trousers
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? |
|---|---|---|---|---|---|
| 2059610 | 2.000160 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | Yes |
| 5997681 | 2.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FRAILS" tag (processing sequence 3169). 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 |
|---|---|---|---|---|---|---|---|
| 1089 | Zoey | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 3938071 | none | |
| 839 | Boxer | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | none | |
| 1039 | Perci | 0 | SOFT SWEATERS | -2059610 | none | ||
| 1068 | Syd | -5997681 | CUTE DRESSES, EASY | -8057291 | none |