#!/bin/bash

dir="../c45/changes/Data/arffData/discrete";

files="a2b/audiology.arff
a2b/autos.arff
e2i/heart-c.arff
e2i/heart-h.arff
e2i/hypothyroid.arff
j2p/primary-tumor.arff
q2s/segment.arff
q2s/sonar.arff
q2s/splice.arff";

learners="j48
nBayes
jRip
which2";

echo "Learner,File,Fold,Accuracy";
for f in $files;
do
  data=$dir/$f;
  out=a.arff;
  ./fayyad $data $out;
  ./rand seed=$RANDOM $out | ./xval bins=3 repeat=1 f="a";

  for((b=1;b<=3;b++));
  do
    train="a-1-"$b"-train.arff";
    test="a-1-"$b"-test.arff";
    
    for learner in $learners;
    do
      score=`./$learner $train $test | grep "Correctly Classified" | gawk 'BEGIN{ FS=OFS=" ";} {sub( /\%/, "" ); print $5;}'`;
      echo $learner","`basename $data/$f .arff`","$b","$score;
    done

    rm $train $test;
  done
  rm $out;
done