def main(base, suffix, stayWeight, treeOptions, students, useWeka):
makeDirs(base, False)
header, studentData = readStudents(base, students)
filename = makeTemp('.arff')
try:
writeData(header, studentData, filename)
if len(suffix) > 0:
if suffix[0] != '-':
suffix = '-' + suffix
dest = 'common%s' % (suffix)
createDT(filename, base, dest, stayWeight, treeOptions, useWeka)
finally:
os.remove(filename)
if __name__ == '__main__':
usage = '%prog [options] base [suffix] [-- treeOptions ...]'
options, args, treeOptions = parseArgs(usage=usage,
minArgs=1,
maxArgs=2,
studentOptions=False)
base = args[0]
if len(args) >= 2:
suffix = args[1]
else:
suffix = ''
stayWeight = None
students = getSelectedStudents()
main(base, suffix, stayWeight, treeOptions, students, options.useWeka)
def main(base,suffix,stayWeight,treeOptions,students,useWeka,onlyInd):
makeDirs(base,False)
header,studentData = readStudents(base,students)
for i,student in enumerate(students):
if (onlyInd is not None) and (i != onlyInd):
continue
if len(suffix) > 0:
if suffix[0] != '-':
suffix = '-' + suffix
dest = 'leaveOneOut-%s%s' % (student,suffix)
print '-------------------'
print student
print '-------------------'
processStudent(base,dest,i,header,studentData,treeOptions,stayWeight,useWeka)
if __name__ == '__main__':
from optparse import make_option
usage = '%prog [options] base [suffix] [-- treeOptions ...]'
commandLineOptions = []
commandLineOptions.append(make_option('--only',dest='onlyInd',action='store',default=None,help='only run this for student NUM',metavar='NUM',type='int'))
options,args,treeOptions = parseArgs(usage=usage,minArgs=1,maxArgs=2,options=commandLineOptions)
base = args[0]
if len(args) >= 2:
suffix = args[1]
else:
suffix = ''
stayWeight = None
students = getSelectedStudents(includeStudents=options.includeStudents,excludeStudents=options.excludeStudents)
main(base,suffix,stayWeight,treeOptions,students,options.useWeka,options.onlyInd)
processStudent(base, dest, i, header, studentData, treeOptions,
stayWeight, useWeka)
if __name__ == '__main__':
from optparse import make_option
usage = '%prog [options] base [suffix] [-- treeOptions ...]'
commandLineOptions = []
commandLineOptions.append(
make_option('--only',
dest='onlyInd',
action='store',
default=None,
help='only run this for student NUM',
metavar='NUM',
type='int'))
options, args, treeOptions = parseArgs(usage=usage,
minArgs=1,
maxArgs=2,
options=commandLineOptions)
base = args[0]
if len(args) >= 2:
suffix = args[1]
else:
suffix = ''
stayWeight = None
students = getSelectedStudents(includeStudents=options.includeStudents,
excludeStudents=options.excludeStudents)
main(base, suffix, stayWeight, treeOptions, students, options.useWeka,
options.onlyInd)
import os
from createDT import main as createDT
from common import parseArgs, getSelectedStudents, makeDirs, readStudents, makeTemp, writeData
def main(base,suffix,stayWeight,treeOptions,students,useWeka):
makeDirs(base,False)
header,studentData = readStudents(base,students)
filename = makeTemp('.arff')
try:
writeData(header,studentData,filename)
if len(suffix) > 0:
if suffix[0] != '-':
suffix = '-' + suffix
dest = 'common%s' % (suffix)
createDT(filename,base,dest,stayWeight,treeOptions,useWeka)
finally:
os.remove(filename)
if __name__ == '__main__':
usage = '%prog [options] base [suffix] [-- treeOptions ...]'
options,args,treeOptions = parseArgs(usage=usage,minArgs=1,maxArgs=2,studentOptions=False)
base = args[0]
if len(args) >= 2:
suffix = args[1]
else:
suffix = ''
stayWeight = None
students = getSelectedStudents()
main(base,suffix,stayWeight,treeOptions,students,options.useWeka)
