Beasto commited on
Commit
050d9ec
·
1 Parent(s): b7810bf

Update app.py

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Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -2,11 +2,16 @@ from joblib import load
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  from sklearn.feature_extraction.text import TfidfVectorizer
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  import numpy as np
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  import streamlit as st
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-
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  vectorizer = load('tfidf_vectorizer.joblib')
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  user_input = st.text_input("Enter some text:", "")
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  if user_input is not None:
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  x = vectorizer.transform([user_input])
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  model = load('Naive_Bayes_Spam_Detection.joblib')
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  pred = model.predict(x)
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- st.write(pred)
 
 
 
 
 
 
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  from sklearn.feature_extraction.text import TfidfVectorizer
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  import numpy as np
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  import streamlit as st
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+ st.header('Spam Detection using Naive Bayes Classifier')
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  vectorizer = load('tfidf_vectorizer.joblib')
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  user_input = st.text_input("Enter some text:", "")
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  if user_input is not None:
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  x = vectorizer.transform([user_input])
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  model = load('Naive_Bayes_Spam_Detection.joblib')
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  pred = model.predict(x)
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+ if pred[0] == 1:
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+ st.write('The entered text is a Spam')
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+ elif pred[0] == 0:
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+ st.write('The entered text is not a Spam')
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+ else:
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+ st.write('Error, Try again')