Fold 0 - Understanding why coefficient 2383678 was selected
Tag: SHORTS
Selected Coefficient: 2383678
Taxonomy Path: 1.1.14.4
Taxonomy Name:
Products with this tag: 35
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 2383678 | 11.000021 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | Yes | |
| 1811891 | 11.000031 | 1.1.14.3 | 3.14.1.1 (3*83^3 + 14*83^2 + 83 + 1) | No | |
| 4670826 | 11.000037 | 1.1.14.8 | 8.14.1.1 (8*83^3 + 14*83^2 + 83 + 1) | No | |
| 4099039 | 11.000038 | 1.1.14.7 | 7.14.1.1 (7*83^3 + 14*83^2 + 83 + 1) | No | |
| 2955465 | 11.000040 | 1.1.14.5 | 5.14.1.1 (5*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 25.000296 | 0 | 0 (0) | No | |
| -4002509 | 25.000301 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | No | |
| -1715361 | 25.000303 | -0.0.0.3 | -3.0.0.0 (-(3*83^3)) | No | |
| 82668 | 25.001306 | 0.0.12 | 12.0.0 (12*83^2) | No | |
| 34445 | 25.001306 | 0.0.5 | 5.0.0 (5*83^2) | No | |
| 7047615 | 34.000000 | 2.2.27.12 | 12.27.2.2 (12*83^3 + 27*83^2 + 2*83 + 2) | No |
These are the training products that have the "SHORTS" tag (processing sequence 5482). 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 |
|---|---|---|---|---|---|---|---|
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | 7047615 | CLOTHING-SIZE-XS | 4663937 | none | ||
| 7034 | Flow Seamless Biker Shorts | 4670826 | none | 2287148 | none | ||
| 7024 | Rise Shorts | 4670826 | none | 2287148 | none | ||
| 7075 | Phantom Seamless Biker Shorts | 4670826 | none | 2287148 | MOST POPULAR | ||
| 21632 | BARRON Quad Shorts | 4099039 | none | 1715361 | none | ||
| 21469 | BARRON Aero Running Shorts | 4099039 | none | 1715361 | none | ||
| 9696 | Caroline Frayed Hem Bermuda Denim Shorts | 2955465 | none | 571787 | BOTTOMS | ||
| 839 | Boxer | 2383678 | none | 0 | none | ||
| 17853 | Surge Walk Shorts | 2383678 | none | 0 | none | ||
| 21480 | BARRON Challenger Shorts | 2383678 | none | 0 | none | ||
| 24749 | Torque Mountain Shorts Wmns | 2383678 | none | 0 | PANTS, RAB | ||
| 26238 | Gavin Babcock | The Matrix Dark Shorts | 2383678 | none | 0 | DISCGOLFPRO2024 | ||
| 26855 | Lucy Tie Dye Shorts | 2383678 | none | 0 | BOTTOMS, CLEARANCE | ||
| 26896 | Coco Striped Shorts | 2383678 | none | 0 | SWIMWEAR, BOTTOMS, CLEARANCE | ||
| 26903 | Ruby Leather Short | 2383678 | none | 0 | BOTTOMS | ||
| 27900 | Lara Linen Shorts | 2383678 | none | 0 | none | ||
| 28358 | Shilo Shorts | 2383678 | none | 0 | EXCLUSIVE | ||
| 30033 | Jennifer Fantasy Short - Silver 27908 | 2383678 | none | 0 | none | ||
| 31793 | Monogrammed Waffle Knit Lounge Shorts | 2383678 | none | 0 | none | ||
| 29972 | Drawstring Short - White 27702 | 1811891 | none | -571787 | CASUALS | ||
| 11221 | Kenya High-Waisted Organic Cotton Short | 1811891 | none | -571787 | SITE-NAV-BOTTOMS | ||
| 11196 | Georgie Tailored Crossover Short | 1811891 | none | -571787 | SITE-NAV-BOTTOMS | ||
| 9380 | Courtney Black Cuffed Shorts | 1811891 | none | -571787 | BOTTOMS | ||
| 1074 | Ucello Shorts | 1811891 | none | -571787 | SOEUR | ||
| 17855 | Spark Volley Shorts | 1811891 | none | -571787 | none | ||
| 14431 | Euphoria | 82668 | DRESS | -2301010 | none | ||
| 936 | Get Your Flirt On Short | 34445 | WORKOUT | -2349233 | none | ||
| 26783 | HIGH RISE TATTERED STRAIGHT | 0 | JEANS | -2383678 | BOTTOMS | ||
| 965 | Hot Shot Onesie Printed | 0 | WORKOUT | -2383678 | none | ||
| 5040 | CIB 2nd Award Performance Shorts | 0 | MEN'S BOTTOMS | -2383678 | none | ||
| 5045 | De Oppresso Liber Performance Shorts | 0 | MEN'S BOTTOMS | -2383678 | 132 | ||
| 5039 | 5th Infantry Performance Shorts | 0 | MEN'S BOTTOMS | -2383678 | 132 | ||
| 5037 | 42nd Infantry Performance Shorts | -1715361 | MEN'S BOTTOMS | -4099039 | 132 | ||
| 5036 | 35th Infantry Performance Shorts | -4002509 | MEN'S BOTTOMS | -6386187 | 132 | ||
| 5038 | 509th Infantry Performance Shorts | -4002509 | MEN'S BOTTOMS | -6386187 | 132 |