Fold 4 - Understanding why coefficient 20236 was selected
Tag: DENIM
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 20236 | 3.000397 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 45441 | 3.000397 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 4360537 | 3.000397 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -756150 | 4.000198 | -0.0.8.2 | -2.8.0.0 (-(2*71^3 + 8*71^2)) | No | |
| 0 | 4.000198 | 0 | 0 (0) | No | |
| -10218323 | 5.000000 | -3.3.39.28 | -28.39.3.3 (-(28*71^3 + 39*71^2 + 3*71 + 3)) | No |
These are the training products that have the "DENIM" tag (processing sequence 200). 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 |
|---|---|---|---|---|---|---|---|
| 9800 | Cali Medium Wash Flare Jeans | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | JEANS | 4340301 | 2023LAUNCH, BOTTOMS | |
| 1086 | Ziggy Shortall | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 25205 | none | |
| 1013 | Modern Knit Mini Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DATE NIGHT | |
| 10387 | Teddy Sweater - Denim | 0 | BLUE | -20236 | none | ||
| 6132 | LEVIS: Women's Iconic Paneled Denim Maxi Skirt | -756150 | SKIRT | -776386 | none | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -10218323 | BLUE, BLACK, WHITE, SLEEVELESS SHIRT | -10238559 | XS |