#! /bin/bash
# Example of running cocomin
# It expects to have data preprocessed like this.
# This is simply an example so I'm using the same file twice, but please try with others.

# Dan Baker 2007
# Cocomin is designed to be a very simple and fast heuristic for FSS used with the COCOMO 81 cost estimation models.
# It makes one pass over the attributes.

# Arguments are either:
# trainingFile searchMethod rankMethod evalMethod (Seed)
# trainingFile searchMethod rankMethod evalMethod testingFile displayMode (Seed)

# Seed is only needed when ranking by Random

# When using the first set of arguments (no test file), cocomin will simply return the costDrivers chosen

#__DisplayMode_________________Description_______________________
#		None		When the testingFile and displayMode aren't passed as arguments - Prints costDrivers
#		1			Prints estimate for each test record
#		2			Prints a,b,costDrivers
#		3			Prints estimate,actual,mre for each test record
#		4			Prints the costDrivers, followed by the estimate, actual for each test record

# Search Methods:
#	forward
#	backward
#	both

# Ranking Methods:
#  native
#  random
#  cor_hi
#  cor_lo
#  var_hi
#  var_lo
#  ent_hi
#  ent_lo
#  mmre_hi
#  mmre_lo
#  med_mre_hi
#  med_mre_lo
#  pred_hi
#  pred_lo

# Evaluation Methods:
#  mmre
#  pred30
#  corr
#  median_mre
#  sd_mre


MyRoot="../../../trunk/"

# Create tmp directory if necessary
if [ ! -d /tmp/$USER ]
then
mkdir "/tmp/$USER"
fi

cd ..
Train="/tmp/$USER/nasa93_all.csv.numeric"
Test="/tmp/$USER/coc81_all.csv.numeric"

echo "WARNING - using nasa93 to calibrate to test on coc81 just as an example - not good practice for real use."

# Preprocess the data
echo "Preprocessing coc81"
gawk -f $MyRoot"baker_lc/convertcsv.awk" Method="COC81" Style="precise" $MyRoot"data/coc81.csv" > $Test
echo "Preprocessed data stored at "$Test

echo "Preprocessing nasa93"
gawk -f $MyRoot"baker_lc/convertcsv.awk" Method="COC81" Style="precise" $MyRoot"data/nasa93.csv" > $Train
echo "Preprocessed data stored at "$Train

# Run cocomin
echo "Example of calling cocomin81"
cocomin81 $Train "both" "native" "mmre" $Test "4"

echo "Example using fastCocomin"
fastCocomin 0 $Train $Test 4