Fold 4 - Understanding why coefficient 25044 was selected
Tag: SITE-NAV-DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 12
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 "SITE-NAV-DRESSES" tag (processing sequence 127). 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 |
|---|---|---|---|---|---|---|---|
| 5930 | Lenese Front-Wrap Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6591 | Aurora Ruched Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11176 | Charity Ribbed Split Hem Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11188 | Florence Ruched-Front Sleeveless Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11189 | Florence Ruched-Front Sleeveless Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | OTHER | |
| 11194 | Basimah V-Neck Side Cut-Out Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11197 | Venus Smocked Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11209 | Lele Strapless Bubble Hem Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11215 | Connie Smocked Back Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11218 | Lenox Side Ruched Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11219 | Ani Sleeveless Tie-Front Knit Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | SIZE-EXTRA-LARGE, PREORDER | |
| 11226 | Tyra Asymmetric Ruched Tank Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none |