Fold 0 - 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: 26
Unique residual values tried: 5
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 | 2.000020 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3532486 | 2.000030 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 6983759 | 2.000047 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -574252 | 25.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| 4 | 25.000000 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "SHIRTS" tag (processing sequence 2892). 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 |
|---|---|---|---|---|---|---|---|
| 17731 | Game Night Sweater - Unisex | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 5843 | Victory Royale T-Shirt's | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11910 | Boat Shoe Season Pocket T-Shirt | 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 | |
| 11975 | Return to the South Pocket T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11987 | Knot Classic 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 | |
| 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 | |
| 1928 | CLT - Embrace The Suck - Woodland Camo | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 3941 | Smooth Plaid Men's Long Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | CLASSIC | |
| 5842 | Straight Outta Dusty Depot T-Shirt (21 Variants) | 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 | |
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 2426 | Tie Dye Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | TOPS | |
| 8626 | Ksubi Master Resort S/S Shirt - White | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8634 | Ksubi Serpent S/S Shirt - Black | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8660 | Dsquared2 Dropped Shoulder Bowling Shirt - Multi | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | CLOTHING-SIZE-48 | |
| 8765 | DOMREBEL Slender Shirt - Ivory | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8900 | DOMREBEL Duplex Shirt - Brown | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8902 | DOMREBEL Dancers Shirt - Beige | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 11828 | Polo Ralph Lauren custom fit Seersucker Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | 4 | Baby & Toddler | none | -4025521 | SHORT-SLEEVE, BABY | |
| 1528 | Chaqueta Diamond Jacquard Blazer | -574252 | BLOUSES, BLAZER | -4599777 | TOPS |