Fold 2 - Understanding why coefficient 25044 was selected
Tag: DATE NIGHT
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 56249 | 6.000160 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 25044 | 6.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -5997681 | 6.012658 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -5423430 | 6.012658 | -1.0.0.11 | -11.0.0.1 (-(11*79^3 + 1)) | No | |
| -5329735 | 6.012658 | -0.78.63.10 | -10.63.78.0 (-(10*79^3 + 63*79^2 + 78*79)) | No | |
| 0 | 6.012658 | 0 | 0 (0) | No | |
| 548790656 | 7.000000 | 13.10.6.7.14 | 14.7.6.10.13 (14*79^4 + 7*79^3 + 6*79^2 + 10*79 + 13) | No | |
| -548216405 | 7.000000 | -13.9.72.5.14 | -14.5.72.9.13 (-(14*79^4 + 5*79^3 + 72*79^2 + 9*79 + 13)) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 1170). 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, COMFY | 548765612 | EASY, FIGURE FLATTERING, STYLE | ||
| 14416 | FLORAL BREEZE JUMPSUIT | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | none | |
| 14424 | FLORAL SHOWER MAXI DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESS | |
| 978 | Jocliea | 0 | CAMI NYC | -25044 | TANK TOPS | ||
| 1035 | Paige | -5329735 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER | -5354779 | FIGURE FLATTERING, RAILS, STYLE, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -5423430 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER, COMFY | -5448474 | FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 1060 | Simone -Pastel | -5997681 | CASUAL, FASHION | -6022725 | FLATTERING, HUMANS OF RIXO | ||
| 857 | Clarkson | -548216405 | CASUAL, CLASSIC, BEST SELLER | -548241449 | EASY, LONG SLEEVE, STYLE |