Fold 0 - 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: 21
Unique residual values tried: 1
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 | 0.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
These are the training products that have the "CUTE DRESSES" tag (processing sequence 32). 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 |
|---|---|---|---|---|---|---|---|
| 835 | Blakely | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 871 | Daskur Pleated Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 875 | Delfina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PARTY DRESS, CAMI NYC | |
| 887 | Dilami | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 896 | Doom Embellished Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 899 | Doris | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, CAMI NYC | |
| 904 | Draco | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 907 | Dua | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PARTY DRESS, CAMI NYC | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 932 | Gem -Pink Check | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 937 | Giuliana -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 994 | Kristen -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES | |
| 1002 | Lysette Maxi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | |
| 1013 | Modern Knit Mini Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | DATE NIGHT, FIGURE FLATTERING, STYLE | |
| 1034 | One I Love Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | |
| 1044 | Porter | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1046 | Rania | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1049 | Roma | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1051 | Rosheen -Red | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | |
| 1085 | Zadie -Spring Ink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERS |