Fold 4 - Understanding why coefficient 25044 was selected
Tag: DENIM
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 7
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 | 3.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 56249 | 3.000481 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 2047128 | 3.000481 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 2552649 | 3.000481 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -1036006 | 5.000160 | -0.0.8.2 | -2.8.0.0 (-(2*79^3 + 8*79^2)) | No | |
| -10516245 | 6.000000 | -2.2.26.21 | -21.26.2.2 (-(21*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "DENIM" tag (processing sequence 208). 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 |
|---|---|---|---|---|---|---|---|
| 9704 | Chanel Medium Wash Denim Raw Hem Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2527605 | 2023LAUNCH, BOTTOMS | |
| 11516 | Iron Heart IH-555S-142ii 14oz Selvedge Denim Super Slim Cut Jeans - Indigo/Indigo | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 2022084 | BOTTOMS | |
| 1086 | Ziggy Shortall | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | 90S, FREE PEOPLEWE THE FREE | |
| 1013 | Modern Knit Mini Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ATTIRE, BEST DRESS, EASY | |
| 10387 | Teddy Sweater - Denim | 0 | BLUE | -25044 | none | ||
| 6132 | LEVIS: Women's Iconic Paneled Denim Maxi Skirt | -1036006 | SKIRT | -1061050 | none | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -10516245 | WHITE, BLUE, XS | -10541289 | COTTON, SLEEVELESS SHIRT |