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)
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)
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)
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)