Fold 3 - 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: 8
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 | 10.000641 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 10.001442 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 5498401 | 10.001763 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -5972637 | 13.000801 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| -4443592 | 13.000961 | -0.0.1.9 | -9.1.0.0 (-(9*79^3 + 6241)) | No | |
| 0 | 13.001124 | 0 | 0 (0) | No | |
| 1479117 | 13.001124 | 0.0.0.3 | 3.0.0.0 (3*79^3) | No | |
| -25044 | 21.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "100-150" tag (processing sequence 229). 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 | 1479117 | SHORTS | 1454073 | SITE-NAV-BOTTOMS, SITE-NAV-TRAVEL | ||
| 11190 | James Open-Back Short-Sleeve Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | SITE-NAV-BLOUSES-TEES | |
| 11191 | Baba Reversible Cropped Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | SITE-NAV-BLOUSES-TEES | |
| 11212 | Jo Collared V-Neck Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | ECO-CONSCIOUS, SITE-NAV-BLOUSES-TEES, SITE-NAV-ORGANIC-COTTON, SITE-NAV-TRAVEL | |
| 11220 | Ani Sleeveless Tie-Front Knit 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 | |
| 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 | |
| 11226 | Tyra Asymmetric Ruched Tank Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | SITE-NAV-BLOUSES-TEES | |
| 11219 | Ani Sleeveless Tie-Front Knit 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 | |
| 11831 | Desert Boots | 0 | SUEDE | -25044 | CASUAL-SHOES, FALL, PATTERNED, SALE, SIZE-7 | ||
| 10415 | Colden Chukka Boots | -25044 | SUEDE, BROWN | -50088 | CASUAL-SHOES, FALL, SIZE-10 | ||
| 11878 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS | ||
| 11843 | Dennis Slim Fit Plaid Pants | -4443592 | CASUAL | -4468636 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS, PATTERNED, PLAID | ||
| 11857 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS | ||
| 11211 | Jora Side Cut-Out Dress | -5972637 | BLUE | -5997681 | none | ||
| 6591 | Aurora Ruched Maxi Dress | -5972637 | BLUE | -5997681 | LIFESTYLE | ||
| 11224 | Solange Semi-Sheer Crinkled Maxi Dress | -5972637 | BLUE | -5997681 | SITE-NAV-TRAVEL | ||
| 11218 | Lenox Side Ruched Dress | -5972637 | BLUE | -5997681 | none |