Fold 1 - 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: 5
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 | 1.028367 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| -3916786 | 1.028367 | -0.70.66.10 | -10.66.70.0 (-(10*71^3 + 66*71^2 + 70*71)) | No | |
| -3861335 | 1.028367 | -0.70.55.10 | -10.55.70.0 (-(10*71^3 + 55*71^2 + 70*71)) | No | |
| 2863288 | 1.028367 | 0.0.0.8 | 8.0.0.0 (8*71^3) | No | |
| 443751 | 4.000000 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 643). 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 | 2863288 | CAMI NYC | 7203589 | TANK TOPS | ||
| 857 | Clarkson | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, BEST SELLER | 4784052 | EASY, SOFT, SWEATERS | |
| 1035 | Paige | -3861335 | CASUAL, BEST DRESS, BEST SELLER | 478966 | FIGURE FLATTERING, RAILS, SOFT, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -3916786 | CASUAL, BEST DRESS, BEST SELLER | 423515 | FIGURE FLATTERING | ||
| 1060 | Simone -Pastel | -4340301 | CASUAL | 0 | HUMANS OF RIXO |