#! /bin/bash

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

Data="../results_march4.csv"
#Data="../results3.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"

Files="_"

#IterationsSet="5 10 15 20 25 30"
#AmountSet="0.05 0.10 0.15 0.20 0.25 0.30"
IterationsSet="5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100"
AmountSet="0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45"

{
for File in $Files
do
	echo "#File,Learner,MMRE,Pred30,SdMre"
	for Iterations in $IterationsSet
	do
#		for Amount in $AmountSet
#		do
			learner="Boost:"$Iterations
			echo -n $File","$learner","
			grep $File $Data |
			grep $learner |
			gawk -f analyzer.awk

#		done
	done
done
} > "analysis_boost_iterations.csv"

{
for File in $Files
do
	echo "#File,Learner,MMRE,Pred30,SdMre"
#	for Iterations in $IterationsSet
#	do
		for Amount in $AmountSet
		do
			learner="Oversample:"$Amount
			echo -n $File","$learner","
			grep $File $Data |
			grep $learner |
			gawk -f analyzer.awk

		done
#	done
done
} > "analysis_boost_amount.csv"

{
for File in $Files
do
	echo "#File,Learner,MMRE,Pred30,SdMre"

	learner="LC_Boost"
	echo -n $File","$learner","
	grep $File $Data |
	grep $learner |
	gawk -f analyzer.awk

	learner="Cocomin_Boost"
	echo -n $File","$learner","
	grep $File $Data |
	grep $learner |
	gawk -f analyzer.awk
done
} > "analysis_boost_learner.csv"