Tag Coefficient Debug: 2022

Fold 1 - Understanding why coefficient 4025525 was selected

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Summary

Tag: 2022

Selected Coefficient: 4025525

Taxonomy Path: 1.1.13.8

Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts

Products with this tag: 19

Unique residual values tried: 17

Candidate Coefficients Tried

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?
402552514.0001621.1.13.88.13.1.1 (8*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsYes
353248614.0001661.1.13.77.13.1.1 (7*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > ShirtsNo
7889256114.0006411.1.1.2.22.2.1.1.1 (2*79^4 + 2*79^3 + 6241 + 79 + 1)Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-ShirtsNo
49303914.0128230.0.0.11.0.0.0 (493039)No
014.01282300 (0)No
443735114.0128230.0.0.99.0.0.0 (9*79^3)No
-7536007514.013139-0.0.67.73.1-1.73.67.0.0 (-(38950081 + 73*79^3 + 67*79^2))No
-59273714.050633-0.77.15.1-1.15.77.0 (-(493039 + 15*79^2 + 77*79))No
39100523017.01265823.4.4.3.1010.3.4.4.23 (10*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23)Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain BikesNo
-59920117.012658-65.0.17.1-1.17.0.65 (-(493039 + 17*79^2 + 65))No
59931717.01265823.2.17.11.17.2.23 (493039 + 17*79^2 + 2*79 + 23)No
554913217.01265814.11.20.1111.20.11.14 (11*79^3 + 20*79^2 + 11*79 + 14)No
-72518.000000-14.9-9.14 (-(9*79 + 14))No
-311410218.000000-1.77.24.6-6.24.77.1 (-(6*79^3 + 24*79^2 + 77*79 + 1))No
-11992113418.000000-3.4.18.6.3-3.6.18.4.3 (-(3*79^4 + 6*79^3 + 18*79^2 + 4*79 + 3))No
-463170718.000000-16.11.31.9-9.31.11.16 (-(9*79^3 + 31*79^2 + 11*79 + 16))No
59895618.00000057.76.16.11.16.76.57 (493039 + 16*79^2 + 76*79 + 57)No

Products with this Tag

These are the training products that have the "2022" tag (processing sequence 3290). 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
8282Norco 2022 Storm 1 Mountain Bike391005230Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain Bikesnone386979705none
11757Hertford HC - GK Smock (Long Sleeve) - Blue78892561Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirtsnone74867036none
8720Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black5549132ACCESSORIES, MD1523607none
10598Mercedes Benz AMG Petronas F1 Stealth Racer Hat - Black4437351ACCESSORIES411826none
11676Buckingham HC - GK Smock (Long Sleeve) - Yellow4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone0none
11765Coventry & NW GK Smock Top (Short Sleeve) - Pink4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone0none
11693Penzance HC - GK Smock (Long Sleeve) - Yellow4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone0none
11675Buckingham HC - GK Smock (Long Sleeve) - Blue3532486Apparel & Accessories > Clothing > Clothing Tops > Shirtsnone-493039none
8878Mercedes Benz AMG Petronas F1 Water Bottle-Black599317ACCESSORIES, MD-3426208none
14040Indoor LTD Pride 50598956PRIDE, SPD-3426569none
14327Longsleeve Val - RUST493039LONG SLEEVES, ONE SIZE-3532486none
8828Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red0ACCESSORIES-4025525none
8709McLaren F1 Women's Speedmark Logo T-Shirt - White-725GRAY, APPAREL-4026250none
8708McLaren F1 Leather Strap Keyring-592737ACCESSORIES-4618262none
8730Mercedes Benz AMG Petronas F1 Packable Backpack Black-599201ACCESSORIES-4624726none
8662Scuderia Ferrari LS Wallet - Blue-3114102BLUE, ACCESSORIES-7139627none
8718McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom-4631707BLUE, ORANGE, GRAY, APPAREL-8657232none
11694Exeter TA - GK Smock (Long Sleeve) - Yellow-75360075EXETER TA-79385600none
14383Theo Top-119921134SMALL, FAIRE, LARGE-123946659none