Fold 4 - Understanding why coefficient 93695 was selected
Tag: DENIM
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 2047128 | 5.000481 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 93695 | 5.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 2552649 | 5.000481 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 4025525 | 5.000481 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 5.012658 | 0 | 0 (0) | No | |
| 2533293 | 5.037975 | 0.72.10.5 | 5.10.72.0 (5*79^3 + 10*79^2 + 72*79) | No | |
| -19356 | 8.000000 | -1.8.3 | -3.8.1 (-(3*79^2 + 8*79 + 1)) | No |
These are the training products that have the "DENIM" tag (processing sequence 4433). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CUTE DRESSES, EASY | 3931830 | none | |
| 18089 | Brielle Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2458954 | none | |
| 9704 | Chanel Medium Wash Denim Raw Hem Shorts | 2533293 | GIRLZ OF COUNTRY | 2439598 | BOTTOMS | ||
| 956 | Good 90'S Jeans | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1953433 | none | |
| 6132 | LEVIS: Women's Iconic Paneled Denim Maxi Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 923 | Fit For Success Jumpsuit | 0 | JUMPSUITS | -93695 | none | ||
| 10387 | Teddy Sweater - Denim | 0 | TEDDY | -93695 | none | ||
| 1086 | Ziggy Shortall | 0 | FREE PEOPLEWE THE FREE | -93695 | none | ||
| 9800 | Cali Medium Wash Flare Jeans | -19356 | JEANS, GIRLZ OF COUNTRY | -113051 | BOTTOMS |