From 9d4cc0521d9e219f19c3ffb23517fbe775440150 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BD=AD=E5=AE=87=E6=98=8A?= <13190710+yuhao-peng@user.noreply.gitee.com> Date: Mon, 17 Jul 2023 04:59:00 +0000 Subject: [PATCH] =?UTF-8?q?=E5=B9=B3=E6=97=B6=E4=BD=9C=E4=B8=9Aof=E5=BD=AD?= =?UTF-8?q?=E5=AE=87=E6=98=8A?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 彭宇昊 <13190710+yuhao-peng@user.noreply.gitee.com> --- .../彭宇昊 短信识别/NLP垃圾短信识别.py | 69 ++++++++++++++++++ .../彭宇昊 短信识别/混淆矩阵.png | Bin 0 -> 16121 bytes .../彭宇昊 短信识别/词汇矩阵.png | Bin 0 -> 197130 bytes 3 files changed, 69 insertions(+) create mode 100644 购物评论 情感分类/彭宇昊 短信识别/NLP垃圾短信识别.py create mode 100644 购物评论 情感分类/彭宇昊 短信识别/混淆矩阵.png create mode 100644 购物评论 情感分类/彭宇昊 短信识别/词汇矩阵.png diff --git a/购物评论 情感分类/彭宇昊 短信识别/NLP垃圾短信识别.py b/购物评论 情感分类/彭宇昊 短信识别/NLP垃圾短信识别.py new file mode 100644 index 0000000..97c38d4 --- /dev/null +++ b/购物评论 情感分类/彭宇昊 短信识别/NLP垃圾短信识别.py @@ -0,0 +1,69 @@ +import pandas as pd +import re +import jieba +import pickle +from wordcloud import WordCloud#安装wordcloud要输入后面的那个,而不是前面的,就像安装opencv,要装cv2 +from sklearn.naive_bayes import GaussianNB +from sklearn.model_selection import train_test_split +from sklearn.feature_extraction.text import CountVectorizer, TfidfTransformer +from sklearn.metrics import confusion_matrix +import seaborn as sns +import matplotlib.pyplot as plt +plt.rcParams['font.sans-serif'] = 'SimHei' +plt.rcParams['axes.unicode_minus'] = False +data = pd.read_csv('message80W1.csv', header=None, index_col=0) +data.columns = ['label', 'message'] +n = 5000 +a = data[data['label'] == 0].sample(n) +b = data[data['label'] == 1].sample(n) +newdata = pd.concat([a, b], axis=0) +dupdata = newdata['message'].drop_duplicates() +qumindata = dupdata.apply(lambda x: re.sub('x', '', x)) +# 读取自定义的分词词典 +jieba.load_userdict('newdic1.txt') +data_cut = qumindata.apply(lambda x: jieba.lcut(x)) +# 读取停用词表去停用词 +stopWords = pd.read_csv('stopword.txt', encoding='GB18030', sep='hahaha', header=None) +stopWords = ['≮', '≯', '≠', '≮', ' ', '会', '月', '日', '–'] + list(stopWords.iloc[:, 0]) +dataafterstop = data_cut.apply(lambda x: [i for i in x if i not in stopWords]) +labels = newdata.loc[dataafterstop.index, 'label'] +# join函数将分词后的数据转换为字符串 +adata = dataafterstop.apply(lambda x: ' '.join(x)) +# 划分数据集 +data_tr, data_te, labels_tr, labels_te = train_test_split(adata, labels, test_size=0.15) +# 转词向量 +countVectorizer = CountVectorizer() +# 训练集 +data_tr = countVectorizer.fit_transform(data_tr) +X_tr = TfidfTransformer().fit_transform(data_tr.toarray()).toarray() +# 测试集 +data_te = CountVectorizer(vocabulary=countVectorizer.vocabulary_).fit_transform(data_te) +X_te = TfidfTransformer().fit_transform(data_te.toarray()).toarray() +model = GaussianNB() +model.fit(X_tr, labels_tr) +pred = model.predict(X_te) +score = model.score(X_te, labels_te) +# 使用pickle模块保存模型 +with open('model.pkl', 'wb') as f: + pickle.dump(model, f) +# 保存词向量模型 +with open('countVectorizer.pkl', 'wb') as f: + pickle.dump(countVectorizer, f) +# 绘制混淆矩阵 +sns.heatmap(confusion_matrix(labels_te,pred),annot=True) +plt.xlabel('Predicted') +plt.ylabel('True') +plt.title("混淆矩阵") +plt.show() +## 绘制词云 +word_fre = {} +for i in dataafterstop[labels == 0]: + for j in i: + if j not in word_fre.keys(): + word_fre[j] = 1 + else: + word_fre[j] += 1 +wc = WordCloud( background_color='white', font_path=r'C:/Windows/Fonts/STKAITI.TTF')#换一个长方形的边框,同时变成华文楷体 +wc.fit_words(word_fre) +plt.imshow(wc) +plt.show() diff --git a/购物评论 情感分类/彭宇昊 短信识别/混淆矩阵.png b/购物评论 情感分类/彭宇昊 短信识别/混淆矩阵.png new file mode 100644 index 0000000000000000000000000000000000000000..1b666455812bbec050e0040c0a3054ea74d1e4b3 GIT binary patch literal 16121 zcmd6ObyQSs_x1r>1S~)i#77YXBot5@6a|OwE=43px^u9=0(20A?q*N{hma5hMM7a< zq!B?%Lb`_e_5mLseBbByTi-w5TAxdn0&~u}&mDVT`?{`uOG8bOek_RXuyJ#9a+MGiwEz790Y?{W!7t}0O5rA3oX#1#A_(Jo^ou54Hq916WG-ROoYL`% z9_jEkc;LQF{YiFWKFfefiNDoq_vG;o%%x<3C*NE6`Bgva=^N*%n(|h+wkr*!X&M?n 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