banknote-authentication_arff.arff

%%  Source:
%%  
%%  Owner of database: Volker Lohweg (University of Applied Sciences, 
%%  Ostwestfalen-Lippe, volker.lohweg '@' hs-owl.de) 
%%  Donor of database: Helene Dörksen (University of Applied Sciences, 
%%  Ostwestfalen-Lippe, helene.doerksen '@' hs-owl.de) 
%%  Date received: August, 2012 
%%  
%%  Data Set Information:
%%  
%%  Data were extracted from images that were taken from genuine and forged 
%%  banknote-like specimens. For digitization, an industrial camera usually 
%%  used for print inspection was used. The final images have 400x 400 pixels. 
%%  Due to the object lens and distance to the investigated object gray-scale 
%%  pictures with a resolution of about 660 dpi were gained. Wavelet Transform 
%%  tool were used to extract features from images.
%%  
%%  
%%  Attribute Information:
%%  
%%  1. variance of Wavelet Transformed image (continuous) 
%%  2. skewness of Wavelet Transformed image (continuous) 
%%  3. curtosis of Wavelet Transformed image (continuous) 
%%  4. entropy of image (continuous) 
%%  5. class (integer) 

@relation banknote-authentication

@attribute V1 numeric
@attribute V2 numeric
@attribute V3 numeric
@attribute V4 numeric
@attribute Class {1,2}

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