Fold 0 - Understanding why coefficient 25044 was selected
Tag: 100-150
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 22
Unique residual values tried: 6
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 | 5.000641 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 5.002403 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 1566571 | 5.002564 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 5498401 | 5.002564 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -4443592 | 17.000320 | -0.0.1.9 | -9.1.0.0 (-(9*79^3 + 6241)) | No | |
| 0 | 17.000481 | 0 | 0 (0) | No |
These are the training products that have the "100-150" tag (processing sequence 237). 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 |
|---|---|---|---|---|---|---|---|
| 11225 | Paula Smocked Waist Wide Leg Pant | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 5473357 | SITE-NAV-BOTTOMS | |
| 11196 | Georgie Tailored Crossover Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1541527 | SITE-NAV-BOTTOMS | |
| 11223 | Savvy Cropped Button Down Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 11190 | James Open-Back Short-Sleeve Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 11209 | Lele Strapless Bubble Hem Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11211 | Jora Side Cut-Out Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11213 | Wyatt Bubble Hem Mini 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 | none | |
| 11220 | Ani Sleeveless Tie-Front Knit Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11224 | Solange Semi-Sheer Crinkled Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6534 | Aurora Ruched Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6591 | Aurora Ruched Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11193 | Marjan Button Front Suspender Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11194 | Basimah V-Neck Side Cut-Out Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11226 | Tyra Asymmetric Ruched Tank Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11831 | Desert Boots | 0 | SUEDE | -25044 | AD, CASUAL-SHOES | ||
| 10415 | Colden Chukka Boots | 0 | SUEDE | -25044 | AD, CASUAL-SHOES, SIZE-13, SIZE-9 | ||
| 11893 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | AD, CLOTHING, COTTON-BLEND | ||
| 11843 | Dennis Slim Fit Plaid Pants | -4443592 | CASUAL | -4468636 | AD, CLOTHING, COTTON-BLEND, PLAID | ||
| 11857 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | AD, CLOTHING, COTTON-BLEND |