#!/bin/bash

RowPruner="NearestMRE";
Learner="None";
numberOfAttributes=`./attributes $1`;

gawk 'BEGIN {FS=OFS=","} /@/ {next} $0!~/^$/ {for(i=1;i<=NF;i++) $i=log($i); print $0}' $1 > NN-Mre_TrainL.arff;
gawk 'BEGIN {FS=OFS=","} /@/ {next} $0!~/^$/ {for(i=1;i<=NF;i++) $i=log($i); print $0}' $2 > NN-Mre_TestL.arff;

gawk -f nearestNeighborMre.awk NN-Mre_TrainL.arff NN-Mre_TestL.arff | 
gawk 	'BEGIN {FS=OFS=","}
		NR==1 {sub(/INSTANCECOUNT/,$3,Prefix)}
		NF>=2 {E = 2.718281828459045; 
			   expect = $2; 
			   got = $1 < 0 ? 10^(-20) : $1; 
			   expect = E^expect; 
			   got = E^got; 
			   print Prefix,got,expect}' Prefix="$R,$stem,$Training,$Num,$ColumnPruner,$RowPruner,$numberOfAttributes,INSTANCECOUNT,$Learner";