def edit_word(): #새로운 단어를 추가
print("ADD:1 REMOVE:2")
user_choice=int(input("Choice: "))
print("Write only word")
new_word=input("word: ")
if user_choice==1:
if compare_word(new_word) == False: #존재하는 단어를 입력한 경우 다음 문장을 프린트
print("It already exists")
return
else: #존재하지 않는 단어를 입력한 경우 다음 문장을 프린트
datafile=open("./Info/game_word.txt", "a")
datafile.write(new_word + '\n')
datafile.close()
text="%s is added" %new_word
print(text)
elif user_choice==2: #단어 삭제 함수
if not compare_word(new_word): #사실상 필요없는 참거짓과 삭제할 단어의 위치 반환
remove_word_poitsion=getPosition(new_word)
if remove_word_poitsion==False:
print("No word")
else:
word_list=load_word_data()
print("Remove " + word_list[remove_word_poitsion])
del(word_list[remove_word_poitsion]) #단어 삭제
write_file(word_list)
def initializeDataSet(self):
if len(self.input_value) != len(self.output_value):
print "Input and output arrays aren't the same size."
exit()
for i in range(0, len(self.input_value)):
self.ds.addSample(
self.input_value[i], utils.getPosition(self.output_value[i], results))
def scoreProbaByPLayer(self,resproba,target):
dtotal={}
d0={}
for i in range(len(target)):
p=target[i].player1
a=utils.getPosition(p,resproba[i])
dtotal[p]=dtotal.get(p,0)+1
if a==0:
d0[p]=d0.get(p,0)+1
for p in dtotal:
print("{0} is at {3}% of success ({1} good,{4} bad, total: {2})".format(p,d0.get(p,0),dtotal[p],round(100*float(d0.get(p,0))/dtotal[p],2), dtotal[p]-d0.get(p,0)))
def scoreProbaByPLayer(self, resproba, target):
dtotal = {}
d0 = {}
for i in range(len(target)):
p = target[i].player1
a = utils.getPosition(p, resproba[i])
dtotal[p] = dtotal.get(p, 0) + 1
if a == 0:
d0[p] = d0.get(p, 0) + 1
for p in dtotal:
print("{0} is at {3}% of success ({1} good,{4} bad, total: {2})".
format(p, d0.get(p, 0), dtotal[p],
round(100 * float(d0.get(p, 0)) / dtotal[p], 2),
dtotal[p] - d0.get(p, 0)))
def trainingOnDataSet(self):
trainer = BackpropTrainer(self.n, self.ds)
result = 200
while result > 100:
result = trainer.train()
print result
newds = SupervisedDataSet(
self.pix_size * self.pix_size, len(results))
newds.addSample(
self.input_value[0], utils.getPosition('a', results))
print 'MSE train', trainer.testOnData(newds, verbose = True)
def scoreProba(self, resproba, target, threshold=200, dbtest=None):
#resproba is a list of sorted ordered dict with name as key and (value,game) as value
fail = 0
bad_failure = 0
bad_replay = 0
s = 0
st = 0
sumt = 0
probafalsenegative = 0
for i in range(len(resproba)):
a = utils.getPosition(target[i].player1, resproba[i])
if dbtest != None:
prob = []
for k in range(4):
plog = dbtest.getProbaPlayer(resproba[i][k][1],
resproba[i][k][0])
if plog != 0:
prob.append(math.log10(plog))
else:
prob.append(-10000)
#proba0=dbtest.getProbaPlayer(resproba[i][0][1],resproba[i][0][0])
#proba1=dbtest.getProbaPlayer(resproba[i][1][1],resproba[i][1][0])
#proba2=dbtest.getProbaPlayer(resproba[i][2][1],resproba[i][2][0])
str1 = ""
if (a != -1):
plog = dbtest.getProbaPlayer(resproba[i][a][1],
resproba[i][a][0])
if plog != 0:
prob.append(math.log10(plog))
else:
prob.append(-10000)
else:
prob.append(100)
if (a == threshold or (threshold == 200 and a > 0)):
if (prob[0] < prob[1] or prob[0] < prob[2]):
probafalsenegative += 1
str1 = ("WARNING!!")
stra = ""
for k in range(len(prob)):
if (k == len(prob) - 1):
b = a
else:
b = k
tab = "\t"
if (len(resproba[i][b][0]) < 10):
tab = "\t\t"
stra += ("{3}:{0}: {1} p:{2}|" + tab).format(
resproba[i][b][0], round(resproba[i][b][1], 2),
round(prob[k], 2), b)
print(("{0}:{1} |" + stra + str1).format(i, target[i].player1))
st += 1
sumt += resproba[i][0][1]
if (a > 0):
fail += 1
if (a > 2):
bad_failure += 1
if (resproba[i][0][1] > 1):
bad_replay += 1
if (st != 0):
print(
"number of position {0}: {1} with mean value {2}| number of warning {3}"
.format(threshold, st, round(sumt / st, 2),
probafalsenegative))
if (threshold == 200):
print(
"Number of games: {0},number of failure {1}({2})% , number of bad failure(>2) {3}({5}%) ,failure not bad {8}, bad replay {4}({6}%) bad failure less bad replay {7}({9}%)|{10} "
.format(
len(target),
fail,
round(float(fail) / len(target) * 100, 3),
bad_failure,
bad_replay,
round(float(bad_failure) / len(target) * 100, 2),
round(float(bad_replay) / len(target) * 100, 2),
bad_failure - bad_replay #7
,
fail - bad_failure,
round(float(s - bad_failure) / len(target), 2),
probafalsenegative))
#################
"""
def scoreProba(self,resproba,target,threshold=200,dbtest=None):
#resproba is a list of sorted ordered dict with name as key and (value,game) as value
fail=0
bad_failure=0
bad_replay=0
s=0
st=0
sumt=0
probafalsenegative=0
for i in range(len(resproba)):
a=utils.getPosition(target[i].player1,resproba[i])
if dbtest!=None:
prob=[]
for k in range(4):
plog=dbtest.getProbaPlayer(resproba[i][k][1],resproba[i][k][0])
if plog!=0:
prob.append(math.log10(plog))
else:
prob.append(-10000)
#proba0=dbtest.getProbaPlayer(resproba[i][0][1],resproba[i][0][0])
#proba1=dbtest.getProbaPlayer(resproba[i][1][1],resproba[i][1][0])
#proba2=dbtest.getProbaPlayer(resproba[i][2][1],resproba[i][2][0])
str1=""
if(a!=-1):
plog=dbtest.getProbaPlayer(resproba[i][a][1],resproba[i][a][0])
if plog!=0:
prob.append(math.log10(plog))
else:
prob.append(-10000)
else:
prob.append(100)
if (a==threshold or (threshold==200 and a>0)):
if(prob[0]< prob[1] or prob[0]<prob[2]):
probafalsenegative+=1
str1=("WARNING!!")
stra=""
for k in range(len(prob)):
if(k==len(prob)-1):
b=a
else:
b=k
tab="\t"
if(len( resproba[i][b][0])<10):
tab="\t\t"
stra+=("{3}:{0}: {1} p:{2}|"+tab).format(resproba[i][b][0],round(resproba[i][b][1],2),round(prob[k],2),b)
print(("{0}:{1} |"+stra+str1).
format(i,target[i].player1))
st+=1
sumt+=resproba[i][0][1]
if(a>0):
fail+=1
if(a>2):
bad_failure+=1
if(resproba[i][0][1]>1):
bad_replay+=1
if (st!=0):
print("number of position {0}: {1} with mean value {2}| number of warning {3}".format(threshold,st,round(sumt/st,2),probafalsenegative))
if(threshold==200):
print("Number of games: {0},number of failure {1}({2})% , number of bad failure(>2) {3}({5}%) ,failure not bad {8}, bad replay {4}({6}%) bad failure less bad replay {7}({9}%)|{10} ".format(
len(target),
fail,
round(float(fail)/len(target)*100,3),
bad_failure,
bad_replay,
round(float(bad_failure)/len(target)*100,2)
,round(float(bad_replay)/len(target)*100,2)
,bad_failure-bad_replay #7
,fail-bad_failure,
round(float(s-bad_failure)/len(target),2),
probafalsenegative))
#################
"""
def script_position(self, gesture=None):
return ui.message('{0}% ({1}/{2})'.format(round(utils.getPositionPercentage(), 2), utils.getPosition()[0], utils.getPosition()[1]))