#!/bin/bash

#File,UseWeight,ExpertNum,ExpertKnow,MMRE,Pred30,SdMre

MeanMRE=3
Pred=4
SdMRE=5

Results="analyze2.out"

CocominBaseline=$HOME/tmp/exp3cocominBaseline
LCBaseline=$HOME/tmp/exp3lcBaseline
BoostedCocominBaseline=$HOME/tmp/exp3boostedCocominBaseline
BoostedLCBaseline=$HOME/tmp/exp3boostedLCBaseline

# ---------- Baselines
grep ",Cocomin," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5}' > $CocominBaseline
grep ",LC," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5}' > $LCBaseline
grep ",LC_Boost:15_Oversample:0.15," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5}' > $BoostedLCBaseline
grep ",Cocomin_Boost:5_Oversample:0.10," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5}' > $BoostedCocominBaseline

# ---------- Plot Baselines

gnuplot <<EOF
set terminal png giant size 1024,768
unset xtics
set key top left

set output "$HOME/tmp/BoostingExp3_Baseline_MeanMRE.png"
set ylabel "mean(MRE)" 
plot "$CocominBaseline" using $MeanMRE title "cocomin" with line, "$LCBaseline" using $MeanMRE title "LC" with line, "$BoostedCocominBaseline" using $MeanMRE title "BoostedCocomin" with line, "$BoostedLCBaseline" using $MeanMRE title "BoostedLC" with line

set output "$HOME/tmp/BoostingExp3_Baseline_SdMRE.png"
set ylabel "sd(MRE)"
plot "$CocominBaseline" using $SdMRE title "cocomin" with line, "$LCBaseline" using $SdMRE title "LC" with line, "$BoostedCocominBaseline" using $SdMRE title "BoostedCocomin" with line, "$BoostedLCBaseline" using $SdMRE title "BoostedLC" with line

set output "$HOME/tmp/BoostingExp3_Baseline_Pred.png"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$CocominBaseline" using $Pred title "cocomin" with line, "$LCBaseline" using $Pred title "LC" with line, "$BoostedCocominBaseline" using $Pred title "BoostedCocomin" with line, "$BoostedLCBaseline" using $Pred title "BoostedLC" with line

EOF