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createLatexTable.py
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createLatexTable.py
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import numpy as np
import sys
import re
MEASURES = ["Accuracy", "Homogeneity", "Completeness", "V-Measure", "JCC"]
def loadCSV(filename):
data = []
with open(filename, "r") as f:
for line in f:
l = [i.strip() for i in line.split(",")]
data.append(l)
return np.array(data)
def printTable(name, init, final, improve, percentage=False):
init = np.asarray(init)
final = np.asarray(final)
improve = np.asarray(improve)
init_str = ""
final_str = ""
improve_str = ""
for i in range(init.size):
if float(init[i]) == 0.0:
init_str += " & $\\sim$ 0.0%s" % (" \\%" if percentage else "")
improve_str += " & N/A"
else:
init_str += " & %s%s" % (init[i], " \\%" if percentage else "")
improve_str += " & %s \\%%" % improve[i]
if float(final[i]) == 0.0:
final_str += " & $\\sim$ 0.0%s" % (" \\%" if percentage else "")
else:
final_str += " & %s%s" % (final[i], " \\%" if percentage else "")
print '\\hline'
s = '''\\multirow{3}{*}{%s} & Initial %s \\\\
& Final %s \\\\
& Improvement %s \\\\''' % (name, init_str, final_str, improve_str)
return s
def main(args):
print "Reading:", args[1]
data = loadCSV(args[1]).transpose()
datasets, algs, measures = data[0,1:], data[1,1:], data[2:, 1:]
#Create Header
cols = measures.shape[1] + 2
col_str = "|" + " c |" * cols
print "\\begin{tabular}{%s}" % col_str
#Create dataset names
print "\\hline"
datasets = map(lambda d: re.sub("((Faces)|(Leeds) )|( 1000)", "", d), datasets)
dataset_str = " & & " + " & ".join(datasets) + "\\\\"
print dataset_str
print "\\hline"
#create algorithm header
alg_str = " & & " + " & ".join(algs) + "\\\\"
print alg_str
for i, m in enumerate(MEASURES):
tbl = printTable(m, measures[i*3], measures[i*3 + 1], measures[i*3 + 2])
print tbl
print "\\hline"
print "\\end{tabular}"
if __name__ == "__main__":
main(sys.argv)