Fold 3 - Understanding why coefficient -5997681 was selected
Tag: DATE NIGHT
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -5997681 | 4.000160 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -25044 | 4.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 25044 | 4.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 56249 | 4.000160 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| -542818019 | 5.000000 | -13.10.76.73.13 | -13.73.76.10.13 (-(13*79^4 + 73*79^3 + 76*79^2 + 10*79 + 13)) | No | |
| 548790656 | 5.000000 | 13.10.6.7.14 | 14.7.6.10.13 (14*79^4 + 7*79^3 + 6*79^2 + 10*79 + 13) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 1174). 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 | 548790656 | FASHION, ATTIRE, BEST DRESS, CUTE DRESSES | 554788337 | EASY, FIGURE FLATTERING | ||
| 14416 | FLORAL BREEZE JUMPSUIT | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 6053930 | none | |
| 14424 | FLORAL SHOWER MAXI DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | none | 6022725 | MAXI DRESS | |
| 933 | Georgette Ruffle | -25044 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFORT, CUTE DRESSES | 5972637 | FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 1060 | Simone -Pastel | -5997681 | CASUAL, FASHION | 0 | none | ||
| 857 | Clarkson | -542818019 | CASUAL, CLASSIC, COMFORT | -536820338 | EASY |