#!/bin/csh -f

# ======================================================================
# David W. Aha
# 5/24/1993
# Example call of my coding of NGE for the breast cancer "problem"
# ======================================================================

set database = voting

# Create the data sets
set i = 1 
while ($i <= 10)
  ~/software/unixstat/perm < results/$database/data > b
  head -305 < b > results/$database/train.$i
  tail -130 < b > results/$database/test.$i
  /bin/rm b
  @ i = $i + 1
end

# Run the algorthm
echo 'Algorithm NGE:' 
set num_seeds = 5 
set seed = 1

while ($num_seeds < 200)
  echo -n 'Number of seeds: '
  echo $num_seeds
  set i = 1
  while ($i <= 10)
    nge results/$database/namesfile results/$database/train.$i results/$database/test.$i results/$database/out.$num_seeds.$i $num_seeds $seed -testrate 2000 -testlast 
    @ seed = $seed + 1
    @ i = $i + 1
  end
  @ num_seeds = $num_seeds + 5
end

# Collect all the results
set num_seeds = 5 
while ($num_seeds < 200)
  echo -n 'Number of seeds: '
  echo $num_seeds
  set i = 1
  awk '/percent/ {print $1}' results/$database/out.$num_seeds.1 > results/$database/results.$num_seeds
  while ($i <= 10)
    awk '/percent/ {print $1}' results/$database/out.$num_seeds.$i >> results/$database/results.$num_seeds
    @ i = $i + 1
  end
  # Now have set of 10 results in this file
  ~/software/unixstat/pair < results/$database/results.$num_seeds >> results/$database/results.$num_seeds
  @ num_seeds = $num_seeds + 5
end  

# Put all summary results into one file
set num_seeds = 5
while ($num_seeds < 200)
  echo -n $num_seeds >> results/$database/all-results
  echo -n ' ' >> results/$database/all-results
  awk '/Means/ { print $3}' results/$database/results.$num_seeds >> results/$database/all-results
  @ num_seeds = $num_seeds + 5
end

/bin/rm results/$database/out.* results/$database/results.*

cat results/$database/all-results