我遇到了一个小的零错误,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。在
secondly
pardon
woods
secondly
我写了一个脚本来比较这两个值:
^{pr2}$我的代码执行以下操作:
1)如果单词相同,则得分为1,否则为gensim向量模型计算的分数 2) 有一个计数器,当第一个for循环移到下一个字时,计数器将复位。例如,第二,赦免;第二,伍兹,第二,第二(此时的人数是3)
代码
from __future__ import division
import gensim
textfile = 'businessCleanTxtUniqueWords'
model = gensim.models.Word2Vec.load("businessSG")
count = 0 # keep track of counter
score = 0
avgScore = 0
SentenceScore = 0
externalCount = 0
totalAverageScore = 0
with open(textfile, 'r+') as f1:
words_list = f1.readlines()
for each_word in words_list:
word = each_word.strip()
for each_word2 in words_list[words_list.index(each_word) + 1:]:
count = count + 1
try:
word2 = each_word2.strip()
print(word, word2)
# if words are the same
if (word == word2):
score = 1
else:
score = model.similarity(word,word2) # when words are not the same
# if word is not in vector model
except KeyError:
score = 0
# to keep track of the score
SentenceScore=SentenceScore + score
print("the score is: " + str(score))
print("the count is: " + str(count))
# average score
avgScore = round(SentenceScore / count,5)
print("the avg score: " + str(SentenceScore) + '/' + str(count) + '=' + str(avgScore))
# reset counter and sentence score
count = 0
SentenceScore = 0
错误消息:
Traceback (most recent call last):
File "C:/Users/User/Desktop/Complete2/Complete/TrainedTedModel/LatestJR.py", line 41, in <module>
avgScore = round(SentenceScore / count,5)
ZeroDivisionError: division by zero
('secondly', 'pardon')
the score is: 0.180233083443
the count is: 1
('secondly', 'woods')
the score is: 0.181432347816
the count is: 2
('secondly', 'secondly')
the score is: 1
the count is: 3
the avg score: 1.36166543126/3=0.45389
('pardon', 'woods')
the score is: 0.405021005657
the count is: 1
('pardon', 'secondly')
the score is: 0.180233083443
the count is: 2
the avg score: 0.5852540891/2=0.29263
('woods', 'secondly')
the score is: 0.181432347816
the count is: 1
the avg score: 0.181432347816/1=0.18143
我已经为分区添加了“from __future__ import division
”,但它似乎没有修复它
我的文件可以在以下链接中找到:
Gensim型号:
文本文件:
谢谢。在
出错的行直接显示在错误消息中:
所以我假设
^{pr2}$SentenceScore / count
是有问题的除法,所以很明显,count
是0,我建议你在那行之前加上类似的内容:所以你可以自己看看,因为内部循环:
单词列表[单词]中的每个单词2_列表.索引(每个单词)+1:]: count=计数+1
是唯一增加count的方法,count是在每次外循环迭代结束时重置为零,这意味着内部循环在某个时刻根本没有运行,这意味着{}是一个空序列。当
each_word
是words_list
中的最后一个单词时,就会发生这种情况。在这是因为第一个
for
循环已到达最后一个单词,第二个for
循环将不会执行,因此count
等于零(在上一次迭代中重置为零)。只需更改第一个for
循环以忽略最后一个单词(因为这不是必需的):相关问题 更多 >
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