Fold 2 - Understanding why coefficient 25 was selected
Tag: LUCKY
Selected Coefficient: 25
Taxonomy Path: 25
Taxonomy Name: Uncategorized
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? |
|---|---|---|---|---|---|
| 25 | 2.000000 | 25 | 25 (25) | Uncategorized | Yes |
| 4587295 | 2.000000 | 2.2.24.9 | 9.24.2.2 (9*79^3 + 24*79^2 + 2*79 + 2) | No | |
| 5997681 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "LUCKY" tag (processing sequence 4123). 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 |
|---|---|---|---|---|---|---|---|
| 10557 | Lucky Stars Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5997656 | none | |
| 5259 | Airbrush Lucky Crop Top | 4587295 | TANK TOP, 2000S | 4587270 | none | ||
| 3785 | Sixpences : 1947 - 1967 : George VI to Elizabeth II | 25 | Uncategorized | none | 0 | none |