我有一个小的遇到零错误,但我找不到它。我的目的是比较一个包含这些单词的文本文件。ZeroDivisionError,但我找不到错误
secondly
pardon
woods
secondly
我写的剧本,以这种方式比较两个值:
secondly, pardon
secondly, woods
secondly, secondly
pardon, woods
pardon, secondly
woods, secondly
我的代码执行以下操作:
1)如果字是相同的,它会给1分否则它是由gensim矢量模型计算得分 2)有一个计数器,当第一个for循环移动到下一个单词时,计数器将重置。例如,第二,赦免>其次,树林>其次,其次(在该点的计数为3)
代码
from __future__ import division
import gensim
textfile = 'businessCleanTxtUniqueWords'
model = gensim.models.Word2Vec.load("businessSG")
count = 0 # keep track of counter
score = 0
avgScore = 0
SentenceScore = 0
externalCount = 0
totalAverageScore = 0
with open(textfile, 'r+') as f1:
words_list = f1.readlines()
for each_word in words_list:
word = each_word.strip()
for each_word2 in words_list[words_list.index(each_word) + 1:]:
count = count + 1
try:
word2 = each_word2.strip()
print(word, word2)
# if words are the same
if (word == word2):
score = 1
else:
score = model.similarity(word,word2) # when words are not the same
# if word is not in vector model
except KeyError:
score = 0
# to keep track of the score
SentenceScore=SentenceScore + score
print("the score is: " + str(score))
print("the count is: " + str(count))
# average score
avgScore = round(SentenceScore/count,5)
print("the avg score: " + str(SentenceScore) + '/' + str(count) + '=' + str(avgScore))
# reset counter and sentence score
count = 0
SentenceScore = 0
错误消息:
Traceback (most recent call last):
File "C:/Users/User/Desktop/Complete2/Complete/TrainedTedModel/LatestJR.py", line 41, in <module>
avgScore = round(SentenceScore/count,5)
ZeroDivisionError: division by zero
('secondly', 'pardon')
the score is: 0.180233083443
the count is: 1
('secondly', 'woods')
the score is: 0.181432347816
the count is: 2
('secondly', 'secondly')
the score is: 1
the count is: 3
the avg score: 1.36166543126/3=0.45389
('pardon', 'woods')
the score is: 0.405021005657
the count is: 1
('pardon', 'secondly')
the score is: 0.180233083443
the count is: 2
the avg score: 0.5852540891/2=0.29263
('woods', 'secondly')
the score is: 0.181432347816
the count is: 1
the avg score: 0.181432347816/1=0.18143
我已经包含“from __future__ import division
”这个部门,但它似乎没有修复它
我的文件可以在下面的链接中找到:
Gensim型号:
文本文件:
谢谢。
'count'可能为零,因为您的第一个'words_list [words_list.index(each_word)+ 1:]'可能是空的。 – kichik
嗨kichik,我不太明白。你能多解释一下吗?谢谢 – windboy
你是否彻底查看了你的错误?它应该给出行号和错误代码片段。 –