#!/bin/bash

#New COCOMIN Wrapper with all combinations

arffWithNums $Num test.arff > testN.arff
arffWithNums $Num train.arff > trainN.arff

gawk 'BEGIN {FS=OFS=","} /@/ {next} {print $0}' trainN.arff > $ColumnPruner"_"Train;
			
SearchMethods="forward backward both";
Rankings="native random cor_hi cor_lo var_hi var_lo ent_hi ent_lo mmre_hi mmre_lo med_mre_hi med_mre_lo pred_hi pred_lo";
Evaluations="mmre pred30 corr median_mre sd_mre";
				
for search in $SearchMethods
do
	for ranking in $Rankings
	do
		for evaluation in $Evaluations
		do
			ColumnPruner="NewCOCOMINWrapper-$search-$ranking-$evaluation";
			WrapperAttributes=`./cocomin81 $ColumnPruner"_"Train "$search" "$ranking" "$evaluation" $Seed`;

			cat trainN.arff | gawk -f attributeSelector.awk OutputFile=$ColumnPruner"_"Train.arff SelectedAttributes=$WrapperAttributes
			cat testN.arff | gawk -f attributeSelector.awk OutputFile=$ColumnPruner"_"Test.arff SelectedAttributes=$WrapperAttributes

			#---------- Any Attribute Methods For COCOMIN Wrapper
			numberOfAttributes=`./attributes $ColumnPruner"_"Train.arff`;
			for Method in $AnyAttributeMethods;
			do
				. $Sandbox/$Method $ColumnPruner"_"Train.arff $ColumnPruner"_"Test.arff;
			done
		done
	done
done