Fold 1 - Understanding why coefficient 4025525 was selected
Tag: SHIRTS
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 25
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? |
|---|---|---|---|---|---|
| 4025525 | 10.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| -493039 | 20.000002 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 0 | 20.000008 | 0 | 0 (0) | No | |
| -6490720 | 22.000002 | -1.1.13.13 | -13.13.1.1 (-(13*79^3 + 13*79^2 + 79 + 1)) | No | |
| -574252 | 22.000004 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| -544790175 | 24.000000 | -13.10.76.77.13 | -13.77.76.10.13 (-(13*79^4 + 77*79^3 + 76*79^2 + 10*79 + 13)) | No | |
| -4025703 | 24.000000 | -21.3.13.8 | -8.13.3.21 (-(8*79^3 + 13*79^2 + 3*79 + 21)) | No |
These are the training products that have the "SHIRTS" tag (processing sequence 2593). 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 |
|---|---|---|---|---|---|---|---|
| 11987 | Knot Classic Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1928 | CLT - Embrace The Suck - Woodland Camo | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1929 | CLT - Embrace The Suck - Black Camo | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1930 | CLT - Embrace The Suck - Multicam | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11920 | Knot At Work Ski Club Long Sleeve T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11932 | Raise Your Glass to America | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11972 | Old Dog New Tricks Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11973 | Knot At Work Golf Academy Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11974 | Man's Best Friends Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11975 | Return to the South Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5044 | CLT - Operation Iraqi Freedom 20th Anniversary Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5842 | Straight Outta Dusty Depot T-Shirt (21 Variants) | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5843 | Victory Royale T-Shirt's | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11989 | The Golf Swing Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11988 | Knot Classic Long Sleeve T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8660 | Dsquared2 Dropped Shoulder Bowling Shirt - Multi | 0 | CLOTHING-SIZE-48, CLOTHING-SIZE-50 | -4025525 | none | ||
| 2426 | Tie Dye Button Down Shirt | -493039 | FITS SIZE 16 | -4518564 | none | ||
| 2427 | Tie Dye V Neck Shirt | -493039 | FITS SIZE 16 | -4518564 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -493039 | CLOTHING-SIZE-L | -4518564 | BONSAI | ||
| 11828 | Polo Ralph Lauren custom fit Seersucker Shirt | -493039 | CLOTHING | -4518564 | none | ||
| 1528 | Chaqueta Diamond Jacquard Blazer | -574252 | BLAZER, APPAREL, BLOUSES | -4599777 | none | ||
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -4025703 | 10-20, APPAREL, BABY | -8051228 | none | ||
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | -6490720 | BEIGE, CLOTHING-SIZE-L | -10516245 | BONSAI | ||
| 8765 | DOMREBEL Slender Shirt - Ivory | -6490720 | BEIGE, CLOTHING-SIZE-L | -10516245 | none | ||
| 3941 | Smooth Plaid Men's Long Sleeve Tee | -544790175 | CLASSIC | -548815700 | PLAID |