#! /bin/bash

Path=$1
Filename=$2

#Output looks like:
#FILENAME,I,LEARNER,TIME,SUBSET,ESTIMATE,ACTUAL,MRE

ConvertedFile=$Path"/data/"$Filename".numeric"
Iterations=$(gawk 'END{print NR}' $ConvertedFile)

for ((i=1;i<=$Iterations;i++))
do
  TestFile=$Path"/data/test/"$Filename".numeric."$i
  TrainFile=$Path"/data/train/"$Filename".numeric."$i
  gawk -f separate.awk -v Target=$i -v TrainFile=$TrainFile -v TestFile=$TestFile $ConvertedFile

  # Committee
  StartTime=$(./seconds)
  SeedFile=$Path"/log/"$Filename".committee."$i
  echo -n $Filename","$i",committee_boost_3_50,"
  Result=$(./committee $TrainFile $TestFile $SeedFile)
  EndTime=$(./seconds)
  ((SpentTime=EndTime-StartTime))
  echo -n $SpentTime",N/A,"
  echo $Result

  # Add a boosted committee here, or change committee and simply run this again.  It's comparable because of nfold.

done