#!/bin/bash
DESTDIR=${DESTDIR=""}
MyHome=${MyHome=${DESTDIR}${HOME}}
#Safe=${Safe=/srv/bronze/stuff/dj/var/weka}
Safe=${Safe=${MyHome}/var/weka}
#outDir=${outDir=/srv/bronze/stuff/dj/var/classifierComparison}
outDir=${outDir=${MyHome}/var/classifierComparison}
Data=${Data=${MyHome}/var/data/discrete}

#Datas=${Datas="a2b/agaricus-lepiota a2b/anneal a2b/audiology a2b/auto-mpg
#                 a2b/breast-cancer a2b/breast-cancer-wisconsin
#                 c2d/credit-a c2d/diabetes e2i/ecoli e2i/flag e2i/hayes-roth 
#                 e2i/heart-c e2i/heart-h e2i/hepatitis e2i/imports-85 
#                 e2i/iris j2p/kr-vs-kp j2p/letter j2p/mushroom
#                 q2s/segment q2s/sick q2s/splice q2s/soybean t2z/vowel  
#                 t2z/wine t2z/wdbc t2z/waveform-5000"}


Datas=${Datas="a2b/auto-mpg c2d/diabetes e2i/iris j2p/kr-vs-kp 
               q2s/segment t2z/waveform-5000"}


#Learners=${Learners="j48 bayes nbk nbcd"}
Learners=${Learners="bayes nbk nbcd"}

jAode() { wttp $1 $2 $wAode  | gotwant ; }
j48()   { wttp $1 $2 $wJ48   | gotwant ; }
bayes() { wttp $1 $2 $wBayes | gotwant ; } 
nbk()   { wttp $1 $2 $wNbk   | gotwant ; }
oneR()  { wttp $1 $2 $wOneR  | gotwant ; }
nbcd()  { nbcdtree Mode=1 $1 Mode=2 $2 | gotwant; }

[ -f  "$Functions" ] && . $Functions

Preps=${Preps="cat tbin fayyadIrani"}
disctree() { dtree2 Pass=1 $1 Pass=2 $1; }
tbin()  { tenbins Pass=1 $1 Pass=2 $1 Pass=3 $1; }

Repeats=${Repeats=5}
Bins=${Bins=5}

mkdir -p $Safe                # ensure safe place exists
Tmp=`mktemp -d`               # make a sandbox where only you will play
trap "rm -rf $Tmp" 0 1 2 3 15 # leave nothing behind when you quit 
cd $Tmp                       # go to the sandbox

main() {
  set -x
  for data in $Datas
  do
    echo `date`
    Data=${Data} \
    Datums=$data \
    Learners=${Learners} \
    Preps=${Preps} \
    Repeats=${Repeats} \
    Bins=${Bins} \
    crossval > ${outDir}/${data##*/}crossvalresult1.csv
    date
    echo `date`
    File=`tail -1 ${outDir}/${data##*/}crossvalresult1.csv`
    doExtras $File | malign > ${outDir}/${data##*/}crossvalresult.csv
    rm ${outDir}/${data##*/}crossvalresult1.csv
    deltas Data=1 Rx="2,3" Effect=9 Fields=15 ${outDir}/${data##*/}crossvalresult.csv > ${outDir}/${data##*/}crossvalaccdeltas.csv
    cat ${outDir}/${data##*/}crossvalaccdeltas.csv | deltas2bars | malign > ${outDir}/${data##*/}crossvalaccbars.csv
    cat ${outDir}/${data##*/}crossvalaccdeltas.csv | winloss | malign > ${outDir}/${data##*/}crossvalaccwinloss.csv
    deltas Data=1 Rx="2,3" Effect=14 Fields=15 ${outDir}/${data##*/}crossvalresult.csv > ${outDir}/${data##*/}crossvalfmeasdeltas.csv
    cat ${outDir}/${data##*/}crossvalfmeasdeltas.csv | deltas2bars | malign > ${outDir}/${data##*/}crossvalfmeasbars.csv
    cat ${outDir}/${data##*/}crossvalfmeasdeltas.csv | winloss | malign > ${outDir}/${data##*/}crossvalfmeaswinloss.csv
    deltas Data=1 Rx="2,3" Effect=15 Fields=15 ${outDir}/${data##*/}crossvalresult.csv > ${outDir}/${data##*/}crossvalbaldeltas.csv
    cat ${outDir}/${data##*/}crossvalbaldeltas.csv | deltas2bars | malign > ${outDir}/${data##*/}crossvalbalbars.csv
    cat ${outDir}/${data##*/}crossvalbaldeltas.csv | winloss | malign > ${outDir}/${data##*/}crossvalbalwinloss.csv
    deltas Data=1 Rx="2,3" Effect=13 Fields=15 ${outDir}/${data##*/}crossvalresult.csv > ${outDir}/${data##*/}crossvalnpfdeltas.csv
    cat ${outDir}/${data##*/}crossvalnpfdeltas.csv | deltas2bars | malign > ${outDir}/${data##*/}crossvalnpfbars.csv
    cat ${outDir}/${data##*/}crossvalnpfdeltas.csv | winloss | malign > ${outDir}/${data##*/}crossvalnpfwinloss.csv
    mv ${outDir}/*.csv ${HOME}/work/wisp/var/dj/rbst/classifierComparison/JustBayes/.
    echo `date`
  done;
}
Log=$$
echo `date`
(main)# | tee $Safe/xval.$Log ) 2> $Safe/xval.err.$Log 
echo `date`
#echo $Safe/xval.$Log