Fold 1 - 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: 19
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 39). 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 | |
| 855 | Cinnamon | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 875 | Delfina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | SLIP DRESS, PARTY DRESS | |
| 881 | Devi- Pink | 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 | none | |
| 907 | Dua | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PARTY DRESS | |
| 924 | Fleur | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, PRIMAVERA | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 932 | Gem -Pink Check | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 933 | Georgette Ruffle | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CLASSIC | |
| 996 | Lakeside Midi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FREE PEOPLEWE THE FREE | |
| 1002 | Lysette Maxi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, FREE PEOPLEWE THE FREE, CHOCOLATE | |
| 1034 | One I Love Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES, FREE PEOPLEWE THE FREE | |
| 1044 | Porter | 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 PEOPLEWE THE FREE | |
| 1068 | Syd | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | EASY |