#!/bin/bash

MeanMRE=3
Pred=4
SdMRE=5

Results="analyze.csv"

LCBaseline=$HOME/tmp/exp3lcBaseline
BoostedCocominBaseline=$HOME/tmp/exp3boostedCocominBaseline

# ---------- Baselines
grep ",LC," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5}' > $LCBaseline
grep ",Cocomin_Boost:20_Subsample:0.25," $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 "$HOME/tmp/BoostingSubsample_Baseline_MeanMRE.png"
set ylabel "mean(MRE)" 
plot "$LCBaseline" using $MeanMRE title "LC" with line, "$BoostedCocominBaseline" using $MeanMRE title "BoostedCocomin" with line

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

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

EOF