Fold 0 - Understanding why coefficient -3916786 was selected
Tag: DATE NIGHT
Selected Coefficient: -3916786
Taxonomy Path: -0.70.66.10
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? |
|---|---|---|---|---|---|
| -3916786 | 2.014085 | -0.70.66.10 | -10.66.70.0 (-(10*71^3 + 66*71^2 + 70*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| 443751 | 2.014085 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 3286804 | 2.014085 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 653). 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 | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 7203590 | TANK TOPS | |
| 857 | Clarkson | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, BEST SELLER | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | EASY |
| 1013 | Modern Knit Mini Dress | 0 | BEST DRESS | 3916786 | EASY, FIGURE FLATTERING | ||
| 933 | Georgette Ruffle | -3916786 | CASUAL, BEST DRESS, BEST SELLER | 0 | FIGURE FLATTERING, FUN SUMMER COLORS |