Fold 0 - Understanding why coefficient 5997681 was selected
Tag: DENIM
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 5997681 | 5.000481 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 2552649 | 5.000641 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 2047128 | 5.000641 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 56249 | 5.000641 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 0 | 7.000320 | 0 | 0 (0) | No | |
| -4399905 | 7.000320 | -0.0.73.8 | -8.73.0.0 (-(8*79^3 + 73*79^2)) | No | |
| -1036006 | 7.000320 | -0.0.8.2 | -2.8.0.0 (-(2*79^3 + 8*79^2)) | No | |
| -6490720 | 8.000002 | -1.1.13.13 | -13.13.1.1 (-(13*79^3 + 13*79^2 + 79 + 1)) | No | |
| -5997681 | 8.000002 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "DENIM" tag (processing sequence 206). 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 |
|---|---|---|---|---|---|---|---|
| 10413 | Saturday Sweater - Denim | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SATURDAY SWEATER | |
| 10387 | Teddy Sweater - Denim | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | TEDDY | |
| 9704 | Chanel Medium Wash Denim Raw Hem Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | -3445032 | 2023LAUNCH, BOTTOMS | |
| 11516 | Iron Heart IH-555S-142ii 14oz Selvedge Denim Super Slim Cut Jeans - Indigo/Indigo | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | -3950553 | BOTTOMS | |
| 923 | Fit For Success Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -5941432 | JUMPSUITS, KARDASHIAN | |
| 9800 | Cali Medium Wash Flare Jeans | 0 | JEANS | -5997681 | 2023LAUNCH, BOTTOMS | ||
| 6132 | LEVIS: Women's Iconic Paneled Denim Maxi Skirt | -1036006 | SKIRT | -7033687 | none | ||
| 956 | Good 90'S Jeans | -4399905 | ROSE | -10397586 | KARDASHIAN | ||
| 957 | Good Legs Crop Mini Boot | -5997681 | JEANS, CASUAL | -11995362 | CLASSIC, FASHION, ATTIRE, FLATTERING, GOOD AMERICAN, KARDASHIAN, STYLE | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -6490720 | PINK, XS | -12488401 | 2XL, COTTON, SLEEVELESS SHIRT |