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: 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? |
|---|---|---|---|---|---|
| -4340301 | 0.028367 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| -3916786 | 0.028367 | -0.70.66.10 | -10.66.70.0 (-(10*71^3 + 66*71^2 + 70*71)) | No | |
| -3861335 | 0.028367 | -0.70.55.10 | -10.55.70.0 (-(10*71^3 + 55*71^2 + 70*71)) | No | |
| 0 | 0.028367 | 0 | 0 (0) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 638). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 0 | BEST DRESS | 4340301 | DENIM, EASY | ||
| 1035 | Paige | -3861335 | CASUAL, BEST DRESS, BEST SELLER | 478966 | RAILS, RETRO | ||
| 933 | Georgette Ruffle | -3916786 | CASUAL, BEST DRESS, BEST SELLER | 423515 | FUN SUMMER COLORS, RETRO | ||
| 1060 | Simone -Pastel | -4340301 | CASUAL | 0 | FLATTERING, HUMANS OF RIXO |