#! /bin/bash

#FILENAME,I,LEARNER,ESTIMATE,ACTUAL,MRE

Data="../results.csv"
#Files="coc81_all nasa93_all"
#Files="coc81_all nasa93_all coc81_kind_min coc81_lang_ftn coc81_mode_e coc81_kind_max coc81_mode_org coc81_lang_mol nasa93_project_gro nasa93_cat2_missionplanning nasa93_cat2_avionicsmonitoring nasa93_mode_semidetached nasa93_project_sts nasa93_forg_g nasa93_center_5 nasa93_year_1975 nasa93_year_1980 nasa93_mode_embedded nasa93_center_2"

# use this to aggregate over all files
Files="_"

IterationsSet="5 10 15 20 25 30 35 40 45 50"
AmountSet="0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95"

echo "#File,Learner,MMRE,Pred30,SdMre"

for File in $Files
do

	# First LC strawman
	echo -n $File",LC,"
	grep $File $Data |
	grep ",LC," |
	gawk -f analyzer.awk

	for Iterations in $IterationsSet
	do
		for Amount in $AmountSet
		do
			learner="LC_Boost:"$Iterations"_Subsample:"$Amount
			echo -n $File","$learner","
			grep $File $Data |
			grep $learner |
			gawk -f analyzer.awk

		done
	done
	
	# Basic Cocomin
	echo -n $File",Cocomin,"
	grep $File $Data |
	grep ",Cocomin," |
	gawk -f analyzer.awk

	for Iterations in $IterationsSet
	do
		for Amount in $AmountSet
		do
			learner="Cocomin_Boost:"$Iterations"_Subsample:"$Amount
			echo -n $File","$learner","
			grep $File $Data |
			grep $learner |
			gawk -f analyzer.awk

		done
	done
done