Fold 1 - 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: 21
Unique residual values tried: 7
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 | 9.000801 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 9.001282 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 5498401 | 9.001763 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -5972637 | 12.000801 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| -4443592 | 12.000961 | -0.0.1.9 | -9.1.0.0 (-(9*79^3 + 6241)) | No | |
| 0 | 12.001124 | 0 | 0 (0) | No | |
| -1972156 | 12.001124 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No |
These are the training products that have the "100-150" tag (processing sequence 223). 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 | |
| 11212 | Jo Collared V-Neck Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | ECO-CONSCIOUS | |
| 11190 | James Open-Back Short-Sleeve Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 11191 | Baba Reversible Cropped Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 11223 | Savvy Cropped Button Down Shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | ECO-CONSCIOUS | |
| 6534 | Aurora Ruched Maxi 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 | |
| 11213 | Wyatt Bubble Hem Mini Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11220 | Ani Sleeveless Tie-Front Knit Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11226 | Tyra Asymmetric Ruched Tank Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | SITE-NAV-WORK | |
| 10415 | Colden Chukka Boots | 0 | SUEDE | -25044 | AD, CASUAL-SHOES, SIZE-10 | ||
| 11196 | Georgie Tailored Crossover Short | -1972156 | SHORTS | -1997200 | SITE-NAV-BOTTOMS | ||
| 11843 | Dennis Slim Fit Plaid Pants | -4443592 | CASUAL | -4468636 | AD, BEIGE, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, PATTERNED, PLAID | ||
| 11878 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | AD, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, SAND | ||
| 11893 | Dwayne Slim Fit Chino Pants | -4443592 | CASUAL | -4468636 | AD, CLOTHING, COTTON-BLEND, DAVID-EDWARDS | ||
| 11218 | Lenox Side Ruched Dress | -5972637 | BLUE | -5997681 | SITE-NAV-WORK | ||
| 11211 | Jora Side Cut-Out Dress | -5972637 | BLUE | -5997681 | none | ||
| 11193 | Marjan Button Front Suspender Dress | -5972637 | BLUE | -5997681 | none | ||
| 11224 | Solange Semi-Sheer Crinkled Maxi Dress | -5972637 | BLUE | -5997681 | IN-STOCK |