Fold 3 - Understanding why coefficient 25044 was selected
Tag: CUTE DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 25044 | 12.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 12.000160 | 0 | 0 (0) | No | |
| -4000481 | 12.001442 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| -6447033 | 21.000000 | -1.1.6.13 | -13.6.1.1 (-(13*79^3 + 6*79^2 + 79 + 1)) | No | |
| 548815700 | 21.000000 | 14.11.10.7.14 | 14.7.10.11.14 (14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | No |
These are the training products that have the "CUTE DRESSES" tag (processing sequence 1162). 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 | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | FASHION, ATTIRE, BEST DRESS | 548790656 | DATE NIGHT, EASY, FIGURE FLATTERING | |
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLEWE THE FREE | |
| 1034 | One I Love Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL DRESSES, FREE PEOPLEWE THE FREE, MAXI DRESSES | |
| 1044 | Porter | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, FLORAL DRESSES | |
| 1049 | Roma | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 896 | Doom Embellished Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 904 | Draco | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL DRESSES | |
| 871 | Daskur Pleated Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, ESSENTIEL ANTWERP | |
| 855 | Cinnamon | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 887 | Dilami | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ESSENTIEL ANTWERP | |
| 881 | Devi- Pink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, FLORAL DRESSES | |
| 1085 | Zadie -Spring Ink | 0 | BEST DRESS | -25044 | FLORAL DRESSES, FLORAL PATTERNS | ||
| 875 | Delfina | 0 | BEST DRESS | -25044 | ELEGANT DRESSES | ||
| 907 | Dua | 0 | BEST DRESS | -25044 | ELEGANT DRESSES, FLORAL DRESSES | ||
| 924 | Fleur | 0 | BEST DRESS | -25044 | ELEGANT DRESSES, FLORAL DRESSES, MAXI DRESSES, PRIMAVERA | ||
| 933 | Georgette Ruffle | 0 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFORT | -25044 | DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 937 | Giuliana -Navy | 0 | BEST DRESS | -25044 | ELEGANT DRESSES | ||
| 1068 | Syd | 0 | BROWN | -25044 | EASY, ELEGANT DRESSES | ||
| 835 | Blakely | 0 | BEST DRESS | -25044 | none | ||
| 1051 | Rosheen -Red | 0 | BEST DRESS | -25044 | ELEGANT DRESSES | ||
| 1046 | Rania | -4000481 | GREEN | -4025525 | FLORAL PATTERNS | ||
| 996 | Lakeside Midi | -6447033 | ROSE, BEST DRESS | -6472077 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |