Classification of summary number data with weka 10-17-13

2015-01-13

++ Classification of summary number data with weka 10-17-13
example arff file

The data needs to be in the form of an arff file for weka.

Here is an example arff file format:
note that I removed 3 attributes
normalized_shannon_entropy
entropy_normalized_data
normalized_entropy_normalized_data

% 1. Title: Some Database
   % 
   % 2013
   % 
   @RELATION disease
   
   @ATTRIBUTE entropy NUMERIC
   @ATTRIBUTE normalized_entropy NUMERIC
   @ATTRIBUTE max NUMERIC
   @ATTRIBUTE min NUMERIC
   @ATTRIBUTE cv NUMERIC
   @ATTRIBUTE stdev NUMERIC
   @ATTRIBUTE mean NUMERIC
   @ATTRIBUTE median NUMERIC
   @ATTRIBUTE fifth_percentile NUMERIC
   @ATTRIBUTE ninety_fifth_percentile NUMERIC
   @ATTRIBUTE max_normalized NUMERIC
   @ATTRIBUTE min_normalized NUMERIC
   @ATTRIBUTE stdev_normalized NUMERIC
   @ATTRIBUTE mean_normalized NUMERIC
   @ATTRIBUTE fifth_percentile_normalized NUMERIC
   @ATTRIBUTE ninety_fifth_percentile_normalized NUMERIC
   @ATTRIBUTE kurtosis NUMERIC
   @ATTRIBUTE skew NUMERIC
   @ATTRIBUTE dynamic_range NUMERIC
   @ATTRIBUTE class {D,N}
   
   @DATA
   8.854747633,65535,551,1.065204873,4640.811197,4356.731099,2868,1633,12010,22.85041841,0.192119944,1.618135006,1.519083368,0.569386332,4.187587169,40.54383816,5.105734065,7.354562156,D
9.763953081,65535,671,-5.300658144,17172.92513,-3239.772244,5944.5,2046,32814.25,11.02447641,0.11287745,1.886014199,1.643270469,0.344183699,5.520102616,3.605951856,2.224240343,16.03824536,D

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