Fold 4 - Understanding why coefficient -4340301 was selected
Tag: DATE NIGHT
Selected Coefficient: -4340301
Taxonomy Path: -0.0.9.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4340301 | 0.000595 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| -4284850 | 0.000793 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | No | |
| 0 | 0.000793 | 0 | 0 (0) | No | |
| 3266568 | 0.000793 | 0.0.9.9 | 9.9.0.0 (9*71^3 + 9*71^2) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 1013). 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 |
|---|---|---|---|---|---|---|---|
| 978 | Jocliea | 3266568 | CAMI NYC | 7606869 | none | ||
| 1013 | Modern Knit Mini Dress | 0 | DENIM | 4340301 | none | ||
| 1035 | Paige | -4284850 | CASUAL | 55451 | RAILS | ||
| 933 | Georgette Ruffle | -4340301 | CASUAL | 0 | none | ||
| 1060 | Simone -Pastel | -4340301 | CASUAL | 0 | HUMANS OF RIXO |