#!/bin/bash

#Data Source=2
#Attributes=5
#Pred=7
#MeanMRE=9
#SdMRE=10
#SdDivMean=11
#Correlation=12

Attr=2
Pred=3
MeanMRE=4
SdMRE=5
SdMean=6
Corr=7

#---------- (No Wrapper,COCOMIN Wrapper,Local Wrapper - Precise) Comparisons
NonePreciseLC=None-Precise-LC;
LocalWrapperPreciseLC=LocalWrapper-Precise-LC;
COCOMINWrapperPreciseLC=COCOMINWrapper-Precise-LC;

#it orders by LC's SD
grep "survivor" $NonePreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $NonePreciseLC.out;

#it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
OrderedList=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;

#it uses LC's SD ordering to order the rest of them on their datasets
grep "survivor" $LocalWrapperPreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLC.tmp;
grep "survivor" $COCOMINWrapperPreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $COCOMINWrapperPreciseLC.tmp;

for DatasetName in $OrderedList
do
	grep $DatasetName $LocalWrapperPreciseLC.tmp >> $LocalWrapperPreciseLC.out;
	grep $DatasetName $COCOMINWrapperPreciseLC.tmp >> $COCOMINWrapperPreciseLC.out;
done 

#it creates the xtics sequence based on the order of names of the datasets in StandardLC
xtics=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "Wrapper-Precise-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$NonePreciseLC.out" using $MeanMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$LocalWrapperPreciseLC.out" using $MeanMRE title "Precise-LocalWRAPPER-LC" with line linetype 1 linewidth 3, "$COCOMINWrapperPreciseLC.out" using $MeanMRE title "Precise-COCOMIN-LC" with linesp linetype 3 linewidth 3

set output "Wrapper-Precise-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$NonePreciseLC.out" using $SdMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$LocalWrapperPreciseLC.out" using $SdMRE title "Precise-LocalWRAPPER-LC" with line linetype 1 linewidth 3, "$COCOMINWrapperPreciseLC.out" using $SdMRE title "Precise-COCOMIN-LC" with linesp linetype 3 linewidth 3

set output "Wrapper-Precise-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$NonePreciseLC.out" using $Pred title "Precise-None-LC" with line linetype 1 linewidth 1, "$LocalWrapperPreciseLC.out" using $Pred title "Precise-LocalWRAPPER-LC" with line linetype 1 linewidth 3, "$COCOMINWrapperPreciseLC.out" using $Pred title "Precise-COCOMIN-LC" with linesp linetype 3 linewidth 3

EOF

rm *.out
rm *.tmp

#---------- (LOCOMO 5,10,20,40,80) Comparisons
NonePreciseLC=None-Precise-LC

LocalWrapperPreciseLOCOMO5=LocalWrapper-Precise-LOCOMO-5
LocalWrapperPreciseLOCOMO10=LocalWrapper-Precise-LOCOMO-10
LocalWrapperPreciseLOCOMO20=LocalWrapper-Precise-LOCOMO-20
LocalWrapperPreciseLOCOMO40=LocalWrapper-Precise-LOCOMO-40
LocalWrapperPreciseLOCOMO80=LocalWrapper-Precise-LOCOMO-80

#it orders by LC's SD
grep "survivor" $NonePreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $NonePreciseLC.out;

#it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
OrderedList=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;

grep "survivor" $LocalWrapperPreciseLOCOMO5 | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLOCOMO5.tmp;
grep "survivor" $LocalWrapperPreciseLOCOMO10 | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLOCOMO10.tmp;
grep "survivor" $LocalWrapperPreciseLOCOMO20 | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLOCOMO20.tmp;
grep "survivor" $LocalWrapperPreciseLOCOMO40 | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLOCOMO40.tmp;
grep "survivor" $LocalWrapperPreciseLOCOMO80 | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LocalWrapperPreciseLOCOMO80.tmp;

#it uses LC's SD ordering to order the rest of them on their datasets
for DatasetName in $OrderedList
do
	grep $DatasetName $LocalWrapperPreciseLOCOMO5.tmp >> $LocalWrapperPreciseLOCOMO5.out;
	grep $DatasetName $LocalWrapperPreciseLOCOMO10.tmp >> $LocalWrapperPreciseLOCOMO10.out;
	grep $DatasetName $LocalWrapperPreciseLOCOMO20.tmp >> $LocalWrapperPreciseLOCOMO20.out;
	grep $DatasetName $LocalWrapperPreciseLOCOMO40.tmp >> $LocalWrapperPreciseLOCOMO40.out;
	grep $DatasetName $LocalWrapperPreciseLOCOMO80.tmp >> $LocalWrapperPreciseLOCOMO80.out;
done

#it creates the xtics sequence based on the order of names of the datasets in StandardLC
xtics=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "LocalWrapper-Precise-LOCOMO-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$LocalWrapperPreciseLOCOMO5.out" using $MeanMRE title "Precise-LocalWRAPPER-LC N=5  " with line linetype 1 linewidth 1, "$LocalWrapperPreciseLOCOMO10.out" using $MeanMRE title "Precise-LocalWRAPPER-LC N=10" with linesp linetype 3 linewidth 3, "$LocalWrapperPreciseLOCOMO20.out" using $MeanMRE title "Precise-LocalWRAPPER-LC N=20" with line linetype 1 linewidth 3, "$LocalWrapperPreciseLOCOMO40.out" using $MeanMRE title "Precise-LocalWRAPPER-LC N=40" with linesp linetype 5 linewidth 1, "$LocalWrapperPreciseLOCOMO80.out" using $MeanMRE title "Precise-LocalWRAPPER-LC N=80" with line linetype 3 linewidth 2

set output "LocalWrapper-Precise-LOCOMO-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$LocalWrapperPreciseLOCOMO5.out" using $SdMRE title "Precise-LocalWRAPPER-LC N=5  " with line linetype 1 linewidth 1, "$LocalWrapperPreciseLOCOMO10.out" using $SdMRE title "Precise-LocalWRAPPER-LC N=10" with linesp linetype 3 linewidth 3, "$LocalWrapperPreciseLOCOMO20.out" using $SdMRE title "Precise-LocalWRAPPER-LC N=20" with line linetype 1 linewidth 3, "$LocalWrapperPreciseLOCOMO40.out" using $SdMRE title "Precise-LocalWRAPPER-LC N=40" with linesp linetype 5 linewidth 1, "$LocalWrapperPreciseLOCOMO80.out" using $SdMRE title "Precise-LocalWRAPPER-LC N=80" with line linetype 3 linewidth 2

set output "LocalWrapper-Precise-LOCOMO-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$LocalWrapperPreciseLOCOMO5.out" using $Pred title "Precise-LocalWRAPPER-LC N=5  " with line linetype 1 linewidth 1, "$LocalWrapperPreciseLOCOMO10.out" using $Pred title "Precise-LocalWRAPPER-LC N=10" with linesp linetype 3 linewidth 3, "$LocalWrapperPreciseLOCOMO20.out" using $Pred title "Precise-LocalWRAPPER-LC N=20" with line linetype 1 linewidth 3, "$LocalWrapperPreciseLOCOMO40.out" using $Pred title "Precise-LocalWRAPPER-LC N=40" with linesp linetype 5 linewidth 1, "$LocalWrapperPreciseLOCOMO80.out" using $Pred title "Precise-LocalWRAPPER-LC N=80" with line linetype 3 linewidth 2

EOF

rm *.out
rm *.tmp

#---------- Plots comparing different pruning tactics and different numeric estimation methods

PreciseNoneNoneLC=Precise-None-None-LC;
PreciseNoneRowLC=Precise-None-Row-LC
PreciseColumnNoneLC=Precise-Column-None-LC
PreciseColumnRowLC=Precise-Column-Row-LC
#ProximalColumnNoneLC=Proximal-Column-None-LC

#it orders by LC's SD
grep "survivor" $PreciseNoneNoneLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $PreciseNoneNoneLC.out;

#it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
OrderedList=`cat $PreciseNoneNoneLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;

#it uses LC's SD ordering to order the rest of them on their datasets
grep "survivor" $PreciseNoneRowLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $PreciseNoneRowLC.tmp;
grep "survivor" $PreciseColumnNoneLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $PreciseColumnNoneLC.tmp;
grep "survivor" $PreciseColumnRowLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $PreciseColumnRowLC.tmp;
#grep "survivor" $ProximalColumnNoneLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $ProximalColumnNoneLC.tmp;

for DatasetName in $OrderedList
do
	grep $DatasetName $PreciseNoneRowLC.tmp >> $PreciseNoneRowLC.out;
	grep $DatasetName $PreciseColumnNoneLC.tmp >> $PreciseColumnNoneLC.out;
	grep $DatasetName $PreciseColumnRowLC.tmp >> $PreciseColumnRowLC.out;
#	grep $DatasetName $ProximalColumnNoneLC.tmp >> $ProximalColumnNoneLC.out;
done 

#it creates the xtics sequence based on the order of names of the datasets in StandardLC
xtics=`cat $PreciseNoneNoneLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "PruningTactics-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$PreciseNoneNoneLC.out" using $MeanMRE title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseNoneRowLC.out" using $MeanMRE title "$PreciseNoneRowLC" with linesp linetype 3 linewidth 3, "$PreciseColumnNoneLC.out" using $MeanMRE title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$PreciseColumnRowLC.out" using $MeanMRE title "$PreciseColumnRowLC" with linesp linetype 5 linewidth 1

set output "PruningTactics-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$PreciseNoneNoneLC.out" using $SdMRE title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseNoneRowLC.out" using $SdMRE title "$PreciseNoneRowLC" with linesp linetype 3 linewidth 3, "$PreciseColumnNoneLC.out" using $SdMRE title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$PreciseColumnRowLC.out" using $SdMRE title "$PreciseColumnRowLC" with linesp linetype 5 linewidth 1

set output "PruningTactics-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$PreciseNoneNoneLC.out" using $Pred title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseNoneRowLC.out" using $Pred title "$PreciseNoneRowLC" with linesp linetype 3 linewidth 3, "$PreciseColumnNoneLC.out" using $Pred title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$PreciseColumnRowLC.out" using $Pred title "$PreciseColumnRowLC" with linesp linetype 5 linewidth 1

EOF

#gnuplot <<EOF
#set terminal postscript eps "Helvetica"
#unset xtics
#set key top left

#set size 1,0.75

#set output "NumericEstimationEffects-MeanMRE.eps"
#set ylabel "mean(MRE)" 
#plot "$PreciseNoneNoneLC.out" using $MeanMRE title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseColumnNoneLC.out" using $MeanMRE title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$ProximalColumnNoneLC.out" using $MeanMRE title "$ProximalColumnNoneLC" with linesp linetype 3 linewidth 3

#set output "NumericEstimationEffects-SdMRE.eps"
#set ylabel "sd(MRE)"
#plot "$PreciseNoneNoneLC.out" using $SdMRE title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseColumnNoneLC.out" using $SdMRE title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$ProximalColumnNoneLC.out" using $SdMRE title "$ProximalColumnNoneLC" with linesp linetype 3 linewidth 3

#set output "NumericEstimationEffects-Pred.eps"
#set ylabel "%pred(30)"
#set yrange [0:100]
#plot "$PreciseNoneNoneLC.out" using $Pred title "$PreciseNoneNoneLC" with line linetype 1 linewidth 1, "$PreciseColumnNoneLC.out" using $Pred title "$PreciseColumnNoneLC" with line linetype 1 linewidth 3, "$ProximalColumnNoneLC.out" using $Pred title "$ProximalColumnNoneLC" with linesp linetype 3 linewidth 3

#EOF
	
rm *.out
rm *.tmp

PreciseNoneLC=Precise-None-LC;
PreciseCOCOMINLC=Precise-COCOMIN-LC;
ProximalCOCOMINLC=Proximal-COCOMIN-LC;

#it orders by LC's SD
grep "survivor" $PreciseNoneLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $PreciseNoneLC.out;

#it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
OrderedList=`cat $PreciseNoneLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;

#it uses LC's SD ordering to order the rest of them on their datasets
grep "survivor" $PreciseCOCOMINLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $PreciseCOCOMINLC.tmp;
grep "survivor" $ProximalCOCOMINLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $ProximalCOCOMINLC.tmp;

for DatasetName in $OrderedList
do
	grep $DatasetName $PreciseCOCOMINLC.tmp >> $PreciseCOCOMINLC.out;
	grep $DatasetName $ProximalCOCOMINLC.tmp >> $ProximalCOCOMINLC.out;
done 

#it creates the xtics sequence based on the order of names of the datasets in StandardLC
xtics=`cat $PreciseNoneLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "NumericEstimationEffects-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$PreciseNoneLC.out" using $MeanMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$PreciseCOCOMINLC.out" using $MeanMRE title "Precise-COCOMIN-LC" with line linetype 1 linewidth 3, "$ProximalCOCOMINLC.out" using $MeanMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3

set output "NumericEstimationEffects-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$PreciseNoneLC.out" using $SdMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$PreciseCOCOMINLC.out" using $SdMRE title "Precise-COCOMIN-LC" with line linetype 1 linewidth 3, "$ProximalCOCOMINLC.out" using $SdMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3

set output "NumericEstimationEffects-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$PreciseNoneLC.out" using $Pred title "Precise-None-LC" with line linetype 1 linewidth 1, "$PreciseCOCOMINLC.out" using $Pred title "Precise-COCOMIN-LC" with line linetype 1 linewidth 3, "$ProximalCOCOMINLC.out" using $Pred title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3

EOF
	
rm *.out
rm *.tmp

##---------- Plots for additional learners (M5P and LSR)
#NonePreciseLC=None-Precise-LC;
#COCOMINWrapperProximalLC=COCOMINWrapper-Proximal-LC;
#COCOMINWrapperProximalLSR=COCOMINWrapper-Proximal-LSR;
#COCOMINWrapperProximalM5P=COCOMINWrapper-Proximal-M5P;
#
##it orders by LC's SD
#grep "survivor" $NonePreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $NonePreciseLC.out;
#
##it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
#OrderedList=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;
#
#it uses LC's SD ordering to order the rest of them on their datasets
#grep "survivor" $COCOMINWrapperProximalLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $COCOMINWrapperProximalLC.tmp;
#grep "survivor" $COCOMINWrapperProximalLSR | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $COCOMINWrapperProximalLSR.tmp;
#grep "survivor" $COCOMINWrapperProximalM5P | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $COCOMINWrapperProximalM5P.tmp
#
#for DatasetName in $OrderedList
#do
#	grep $DatasetName $COCOMINWrapperProximalLC.tmp >> $COCOMINWrapperProximalLC.out;
#	grep $DatasetName $COCOMINWrapperProximalLSR.tmp >> $COCOMINWrapperProximalLSR.out;
#	grep $DatasetName $COCOMINWrapperProximalM5P.tmp >> $COCOMINWrapperProximalM5P.out;
#done 
#
##it creates the xtics sequence based on the order of names of the datasets in StandardLC
#xtics=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;
#
#gnuplot <<EOF
#set terminal postscript eps "Helvetica"
#unset xtics
#set key top left
#
#set size 1,0.75
#
#set output "AdditionalLearners-COCOMINWrapper-Proximal-MeanMRE.eps"
#set ylabel "mean(MRE)" 
#plot "$NonePreciseLC.out" using $MeanMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $MeanMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3, "$COCOMINWrapperProximalLSR.out" using $MeanMRE title "Proximal-COCOMIN-LSR" with line linetype 1 linewidth 3, "$COCOMINWrapperProximalM5P.out" using $MeanMRE title "Proximal-COCOMIN-M5P" with linesp linetype 5 linewidth 1
#
#set output "AdditionalLearners-COCOMINWrapper-Proximal-SdMRE.eps"
#set ylabel "sd(MRE)"
#plot "$NonePreciseLC.out" using $SdMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $SdMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3, "$COCOMINWrapperProximalLSR.out" using $SdMRE title "Proximal-COCOMIN-LSR" with line linetype 1 linewidth 3, "$COCOMINWrapperProximalM5P.out" using $SdMRE title "Proximal-COCOMIN-M5P" with linesp linetype 5 linewidth 1
#
#set output "AdditionalLearners-COCOMINWrapper-Proximal-Pred.eps"
#set ylabel "%pred(30)"
#set yrange [0:100]
#plot "$NonePreciseLC.out" using $Pred title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $Pred title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3,"$COCOMINWrapperProximalLSR.out" using $Pred title "Proximal-COCOMIN-LSR" with line linetype 1 linewidth 3, "$COCOMINWrapperProximalM5P.out" using $Pred title "Proximal-COCOMIN-M5P" with linesp linetype 5 linewidth 1
#
#EOF
#	
#rm *.out
#rm *.tmp
#

#---------- Plots for comparing M5P, LSR, and COCOMIN Wrappers
NonePreciseLC=None-Precise-LC;
COCOMINWrapperProximalLC=COCOMINWrapper-Proximal-LC;
M5PWrapperPreciseM5P=M5PWrapper-Precise-M5P;
LSRWrapperPreciseLSR=LSRWrapper-Precise-LSR;

#it orders by LC's SD
grep "survivor" $NonePreciseLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | sort +4 -n > $NonePreciseLC.out;

#it creates the order needed for other plots based on the currect order of names in LC which is sorted by SD
OrderedList=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"} {STR=STR " " $1} END {print substr(STR,2,length(STR))}'`;

#it uses LC's SD ordering to order the rest of them on their datasets
grep "survivor" $COCOMINWrapperProximalLC | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $COCOMINWrapperProximalLC.tmp;
grep "survivor" $M5PWrapperPreciseM5P | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $M5PWrapperPreciseM5P.tmp;
grep "survivor" $LSRWrapperPreciseLSR | gawk 'BEGIN {FS=","; OFS="\t"} {print $2,$5,$7,$9,$10,$11,$12}' | gawk 'BEGIN {FS=OFS="\t"} { if (!survivor[$1]){survivor[$1]=1; print $1,$2,$3,$4,$5,$6,$7} }' > $LSRWrapperPreciseLSR.tmp;

for DatasetName in $OrderedList
do
	grep $DatasetName $COCOMINWrapperProximalLC.tmp >> $COCOMINWrapperProximalLC.out;
	grep $DatasetName $M5PWrapperPreciseM5P.tmp >> $M5PWrapperPreciseM5P.out;
	grep $DatasetName $LSRWrapperPreciseLSR.tmp >> $LSRWrapperPreciseLSR.out;
done 

#it creates the xtics sequence based on the order of names of the datasets in StandardLC
xtics=`cat $NonePreciseLC.out | gawk 'BEGIN {FS="\t"; x=-1;} {x=x+1; STR=STR ", \"" $1 "\" " x} END {print substr(STR,3,length(STR))}'`;

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics	
set key top left

set size 1,0.75

set output "M5P-LSR-COCOMINWrapper-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$NonePreciseLC.out" using $MeanMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $MeanMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3, "$M5PWrapperPreciseM5P.out" using $MeanMRE title "Precise-M5PWrapper-M5P" with line linetype 1 linewidth 3, "$LSRWrapperPreciseLSR.out" using $MeanMRE title "Precise-LSRWrapper-LSR" with linesp linetype 5 linewidth 1

set output "M5P-LSR-COCOMINWrapper-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$NonePreciseLC.out" using $SdMRE title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $SdMRE title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3, "$M5PWrapperPreciseM5P.out" using $SdMRE title "Precise-M5PWrapper-M5P" with line linetype 1 linewidth 3, "$LSRWrapperPreciseLSR.out" using $SdMRE title "Precise-LSRWrapper-LSR" with linesp linetype 5 linewidth 1

set output "M5P-LSR-COCOMINWrapper-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$NonePreciseLC.out" using $Pred title "Precise-None-LC" with line linetype 1 linewidth 1, "$COCOMINWrapperProximalLC.out" using $Pred title "Proximal-COCOMIN-LC" with linesp linetype 3 linewidth 3, "$M5PWrapperPreciseM5P.out" using $Pred title "Precise-M5PWrapper-M5P" with line linetype 1 linewidth 3, "$LSRWrapperPreciseLSR.out" using $Pred title "Precise-LSRWrapper-LSR" with linesp linetype 5 linewidth 1

EOF

rm *.out
rm *.tmp

#cp Wrapper-Precise-MeanMRE.eps ../../tse07/
#cp Wrapper-Precise-SdMRE.eps ../../tse07/
#cp Wrapper-Precise-Pred.eps ../../tse07/
#cp LocalWrapper-Precise-LOCOMO-MeanMRE.eps ../../tse07/
#cp LocalWrapper-Precise-LOCOMO-SdMRE.eps ../../tse07/
#cp LocalWrapper-Precise-LOCOMO-Pred.eps ../../tse07/
#cp PruningTactics-MeanMRE.eps ../../tse07/
#cp PruningTactics-SdMRE.eps ../../tse07/
#cp PruningTactics-Pred.eps ../../tse07/
#cp NumericEstimationEffects-MeanMRE.eps ../../tse07/
#cp NumericEstimationEffects-SdMRE.eps ../../tse07/
#cp NumericEstimationEffects-Pred.eps ../../tse07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-MeanMRE.eps ../../tse07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-SdMRE.eps ../../tse07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-Pred.eps ../../tse07/
#cp M5P-LSR-COCOMINWrapper-MeanMRE.eps ../../tse07/
#cp M5P-LSR-COCOMINWrapper-SdMRE.eps ../../tse07/
#cp M5P-LSR-COCOMINWrapper-Pred.eps ../../tse07/

#cp Wrapper-Precise-MeanMRE.eps ../../promise07/
#cp Wrapper-Precise-SdMRE.eps ../../promise07/
#cp Wrapper-Precise-Pred.eps ../../promise07/
#cp LocalWrapper-Precise-LOCOMO-MeanMRE.eps ../../promise07/
#cp LocalWrapper-Precise-LOCOMO-SdMRE.eps ../../promise07/
#cp LocalWrapper-Precise-LOCOMO-Pred.eps ../../promise07/
#cp PruningTactics-MeanMRE.eps ../../promise07/
#cp PruningTactics-SdMRE.eps ../../promise07/
#cp PruningTactics-Pred.eps ../../promise07/
#cp NumericEstimationEffects-MeanMRE.eps ../../promise07/
#cp NumericEstimationEffects-SdMRE.eps ../../promise07/
#cp NumericEstimationEffects-Pred.eps ../../promise07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-MeanMRE.eps ../../promise07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-SdMRE.eps ../../promise07/
#cp AdditionalLearners-COCOMINWrapper-Proximal-Pred.eps ../../promise07/