def onTrans(self, event):
self.list.DeleteAllItems()
varList = []
varList.append(self.srcmel)
print type(varList[random.randrange(len(varList))])
for i in range(100):
varList.append(lv.supermorph(varList[random.randrange(len(varList))], 10))
print "done making vars"
pickle.dump(varList, open("pick", "w+"))
arffhead = open("arff.txt").read()
arffList = []
arffList.append(arffhead)
for i in range(len(varList)):
if i % 100 == 0:
print i
feat = features.vect(features.phraseToScore(varList[i]))
for j in feat:
arffList.append(str(j) + ", ")
arffList.append("neg \n")
print "enough things in arfflist", len(arffList) == 7*len(varList)+1
arffString = "".join(arffList)
print "done calculating features"
print arffString
arffFile = open(self.concept + "/" + "test.arff", "w+")
arffFile.write(arffString)
arffFile.close()
print "done making testfile"
# return
# varList = pickle.load(open("pick"))
subprocess.call(["java","-classpath", ".:weka.jar", "Trainer", self.concept], stdout=open(self.concept+"/res.txt", "w+"))
res = open(self.concept + "/res.txt").read().split("\n")
resvals = [float(i) for i in res[0:len(res)-1]]
if resvals[len(resvals)-1] == "":
resvals.pop()
dists = [lv.levd(self.srcmel.n, i.n)+lv.levd(self.srcmel.t, i.t) for i in varList]
sortpair = [(resvals[i], dists[i], varList[i]) for i in range(len(varList))]
print "optlist made"
def classComp0(x, y):
if x[0]-y[0] > 0:
return 1
if x[0]-y[0] < 0:
return -1
if x[0]-y[0] == 0:
return 0
def classComp1(x, y):
return x[1]-y[1]
sortpair.sort(classComp0)
percentage = ((float(self.cbox2.GetValue().split("%")[0]) / 2) + 50) / 100
maxv = percentage + .025
minv = percentage - .025
mini = -1
maxi = -1
for i in range(len(sortpair)):
if mini < 0 and sortpair[i][0] > minv:
mini = i
if maxi < 0 and sortpair[i][0] > maxv:
maxi = i
print mini, maxi , "mini maxi", sortpair[i][0], minv, maxv
print mini, maxi , "mini maxi final"
crange = sortpair[mini:maxi]
if len(crange) == 0:
crange = sortpair[int(minv*100):int(maxv*100)]
crange.sort(classComp1)
numchoice = int(self.cbox3.GetValue())
print len(crange), 'crange'
print numchoice, "numchoice"
self.finalvars = crange[0:numchoice]
print "best choices selected"
print len(self.finalvars), "finvars"
for i in range(len(self.finalvars)):
print i, "blagahba"
self.list.InsertStringItem(i, self.concept+self.cbox2.GetValue()+str(i))
